Andrzej Cichocki

Q: What Schools Are Affiliated With Andrzej Cichocki

Andrzej Cichocki is affiliated with the following schools: Warsaw University of Technology, Skolkovo Institute of Science and Technology, Hangzhou Dianzi University, Riken

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Andrzej Cichocki

Computer Science

#1961

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#2037

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Algorithms

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#47

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Machine Learning

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#133

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Andrzej Cichocki

Engineering

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Electrical Engineering

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Computer Science
Engineering

Andrzej Cichocki's Degrees

PhD Electrical Engineering Warsaw University of Technology

Why Is Andrzej Cichocki Influential?

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According to Wikipedia, Andrzej Cichocki is a Polish computer scientist, electrical engineer and a professor at the Systems Research Institute of Polish Academy of Science, Warsaw, Poland and a visiting professor in several universities and research institutes, especially Riken AIP, Japan. He is most noted for his learning algorithms for Signal separation , Independent Component Analysis , Non-negative matrix factorization , tensor decomposition, Deep Matrix Factorizations for ICA, NMF, PCA, neural networks for optimization and signal processing, Tensor network for Machine Learning and Big Data, and brain–computer interfaces. He is the author of several monographs/books and more than 500 scientific peer-reviewed articles.

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Andrzej Cichocki's Published Works

Number of citations in a given year to any of this author's works

Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author

Published Works

A New Learning Algorithm for Blind Signal Separation (1995) (2256)
Nonnegative Matrix and Tensor Factorizations - Applications to Exploratory Multi-way Data Analysis and Blind Source Separation (2009) (2184)
Neural networks for optimization and signal processing (1993) (1644)
Adaptive Blind Signal and Image Processing - Learning Algorithms and Applications (2002) (1625)
Adaptive blind signal and image processing (2002) (1479)
Tensor Decompositions for Signal Processing Applications: From two-way to multiway component analysis (2014) (1109)
A review of classification algorithms for EEG-based brain–computer interfaces: a 10 year update (2018) (1104)
Steady-state visually evoked potentials: Focus on essential paradigms and future perspectives (2010) (882)
Adaptive blind signal processing-neural network approaches (1998) (538)
Fast Local Algorithms for Large Scale Nonnegative Matrix and Tensor Factorizations (2009) (491)
Families of Alpha- Beta- and Gamma- Divergences: Flexible and Robust Measures of Similarities (2010) (449)
Bayesian CP Factorization of Incomplete Tensors with Automatic Rank Determination (2014) (407)
Diagnosis of Alzheimer's disease from EEG signals: where are we standing? (2010) (402)
A comparative study of synchrony measures for the early diagnosis of Alzheimer's disease based on EEG (2010) (381)
Multichannel blind deconvolution and equalization using the natural gradient (1997) (372)
EmotionMeter: A Multimodal Framework for Recognizing Human Emotions (2019) (348)
Sparse component analysis and blind source separation of underdetermined mixtures (2005) (347)
Tensor Networks for Dimensionality Reduction and Large-scale Optimization: Part 1 Low-Rank Tensor Decompositions (2016) (340)
Underdetermined blind source separation based on sparse representation (2006) (330)
Csiszár's Divergences for Non-negative Matrix Factorization: Family of New Algorithms (2006) (318)
Analysis of Sparse Representation and Blind Source Separation (2004) (317)
Stability Analysis of Learning Algorithms for Blind Source Separation (1997) (305)
Frequency Recognition in SSVEP-Based BCI using Multiset Canonical Correlation Analysis (2013) (295)
Robust neural networks with on-line learning for blind identification and blind separation of sources (1996) (286)
Hierarchical ALS Algorithms for Nonnegative Matrix and 3D Tensor Factorization (2007) (284)
New Algorithms for Non-Negative Matrix Factorization in Applications to Blind Source Separation (2006) (242)
Robust learning algorithm for blind separation of signals (1994) (233)
Extraction of Specific Signals with Temporal Structure (2001) (231)
Era of Big Data Processing: A New Approach via Tensor Networks and Tensor Decompositions (2014) (227)
Sparse Bayesian Classification of EEG for Brain–Computer Interface (2016) (227)
Fully Online Multicommand Brain-Computer Interface with Visual Neurofeedback Using SSVEP Paradigm (2007) (226)
Tensor Ring Decomposition (2016) (225)
Tensor Networks for Dimensionality Reduction and Large-scale Optimization: Part 2 Applications and Future Perspectives (2017) (224)
Flexible Independent Component Analysis (1998) (222)
Kernel PCA for Feature Extraction and De-Noising in Nonlinear Regression (2001) (221)
Tensor decompositions for feature extraction and classification of high dimensional datasets (2010) (219)
Generalized Alpha-Beta Divergences and Their Application to Robust Nonnegative Matrix Factorization (2011) (213)
Multi-kernel extreme learning machine for EEG classification in brain-computer interfaces (2018) (204)
Optimizing spatial patterns with sparse filter bands for motor-imagery based brain–computer interface (2015) (199)
L1-Regularized Multiway Canonical Correlation Analysis for SSVEP-Based BCI (2013) (196)
Robust whitening procedure in blind source separation context (2000) (193)
Blind noise reduction for multisensory signals using ICA and subspace filtering, with application to EEG analysis (2002) (191)
Neural networks for solving systems of linear equations and related problems (1992) (189)
Temporally Constrained Sparse Group Spatial Patterns for Motor Imagery BCI (2019) (188)
Optimization of SSVEP brain responses with application to eight-command Brain–Computer Interface (2010) (185)
Smooth PARAFAC Decomposition for Tensor Completion (2015) (184)
Detecting the Number of Clusters in n-Way Probabilistic Clustering (2010) (178)
Information-theoretic approach to blind separation of sources in non-linear mixture (1998) (173)
Slowing and Loss of Complexity in Alzheimer's EEG: Two Sides of the Same Coin? (2011) (172)
Linked Component Analysis From Matrices to High-Order Tensors: Applications to Biomedical Data (2015) (169)
Bayesian Robust Tensor Factorization for Incomplete Multiway Data (2014) (167)
MOS Switched-Capacitor and Continuous-Time Integrated Circuits and Systems: Analysis and Design (1989) (165)
A Novel EOG/EEG Hybrid Human–Machine Interface Adopting Eye Movements and ERPs: Application to Robot Control (2015) (165)
Symmetric Nonnegative Matrix Factorization: Algorithms and Applications to Probabilistic Clustering (2011) (164)
Correlation-based channel selection and regularized feature optimization for MI-based BCI (2019) (161)
Computing Sparse Representations of Multidimensional Signals Using Kronecker Bases (2013) (160)
Information geometry of divergence functions (2010) (157)
Nonnegative Matrix and Tensor Factorizations : An algorithmic perspective (2014) (149)
A novel BCI based on ERP components sensitive to configural processing of human faces (2012) (148)
Group Component Analysis for Multiblock Data: Common and Individual Feature Extraction (2012) (145)
Cortical functional connectivity networks in normal and spinal cord injured patients: Evaluation by graph analysis (2007) (144)
Non-negative Matrix Factorization with Quasi-Newton Optimization (2006) (142)
Blind separation of nonstationary sources in noisy mixtures (2000) (142)
Nonnegative Matrix and Tensor Factorization [Lecture Notes] (2008) (141)
EEG filtering based on blind source separation (BSS) for early detection of Alzheimer's disease (2005) (140)
Fast Nonnegative Matrix/Tensor Factorization Based on Low-Rank Approximation (2012) (140)
Multiway Canonical Correlation Analysis for Frequency Components Recognition in SSVEP-Based BCIs (2011) (135)
Fast Alternating LS Algorithms for High Order CANDECOMP/PARAFAC Tensor Factorizations (2013) (134)
Total Variation Regularized Tensor RPCA for Background Subtraction From Compressive Measurements (2015) (134)
Sequential blind signal extraction in order specified by stochastic properties (1997) (131)
Noninvasive BCIs: Multiway Signal-Processing Array Decompositions (2008) (128)
Feature learning from incomplete EEG with denoising autoencoder (2014) (127)
The Changing Face of P300 BCIs: A Comparison of Stimulus Changes in a P300 BCI Involving Faces, Emotion, and Movement (2012) (125)
A P300 Brain-Computer Interface Based on a Modification of the Mismatch Negativity Paradigm (2015) (122)
Discriminative Feature Extraction via Multivariate Linear Regression for SSVEP-Based BCI (2016) (119)
Extended SMART Algorithms for Non-negative Matrix Factorization (2006) (118)
Higher Order Partial Least Squares (HOPLS): A Generalized Multilinear Regression Method (2012) (117)
Sparse Group Representation Model for Motor Imagery EEG Classification (2019) (117)
Nonnegative Tensor Factorization for Continuous EEG Classification (2007) (116)
From blind signal extraction to blind instantaneous signal separation: criteria, algorithms, and stability (2004) (114)
International Federation of Clinical Neurophysiology (IFCN) – EEG research workgroup: Recommendations on frequency and topographic analysis of resting state EEG rhythms. Part 1: Applications in clinical research studies (2020) (113)
Novel On-Line Adaptive Learning Algorithms for Blind Deconvolution Using the Natural Gradient Approach (1997) (111)
Towards correlation-based time window selection method for motor imagery BCIs (2018) (108)
Low Complexity Damped Gauss-Newton Algorithms for CANDECOMP/PARAFAC (2012) (108)
Second Order Nonstationary Source Separation (2002) (107)
Spatial-Temporal Discriminant Analysis for ERP-Based Brain-Computer Interface (2013) (107)
EEG-based asynchronous BCI control of a car in 3D virtual reality environments (2009) (107)
PARAFAC algorithms for large-scale problems (2011) (106)
Nonholonomic Orthogonal Learning Algorithms for Blind Source Separation (2000) (106)
An ERP-Based BCI using an oddball Paradigm with Different Faces and Reduced errors in Critical Functions (2014) (106)
New learning algorithm for blind separation of sources (1992) (106)
Multilayer Nonnegative Matrix Factorization Using Projected Gradient Approaches (2007) (106)
SPARSE COMPONENT ANALYSIS FOR BLIND SOURCE SEPARATION WITH LESS SENSORS THAN SOURCES (2003) (105)
MULTISCALE ENTROPY ANALYSIS OF EEG FROM PATIENTS UNDER DIFFERENT PATHOLOGICAL CONDITIONS (2007) (105)
Nonnegative matrix factorization with constrained second-order optimization (2007) (105)
Neural networks for blind separation with unknown number of sources (1999) (104)
Improved SFFS method for channel selection in motor imagery based BCI (2016) (104)
A Novel Deep Learning Approach With Data Augmentation to Classify Motor Imagery Signals (2019) (104)
Multilayer nonnegative matrix factorisation (2006) (103)
Control of a Wheelchair by Motor Imagery in Real Time (2008) (102)
MEASURING SPARSENESS OF NOISY SIGNALS (2003) (100)
EEG paroxysmal gamma waves during Bhramari Pranayama: A yoga breathing technique (2009) (99)
Generalizing the column–row matrix decomposition to multi-way arrays (2010) (99)
Internal Feature Selection Method of CSP Based on L1-Norm and Dempster–Shafer Theory (2020) (99)
Non-Negative Tensor Factorization using Alpha and Beta Divergences (2007) (99)
Non-negative matrix factorization with alpha-divergence (2008) (97)
Low-Rank Tensor Networks for Dimensionality Reduction and Large-Scale Optimization Problems: Perspectives and Challenges PART 1 (2016) (96)
What electrophysiology tells us about Alzheimer's disease: a window into the synchronization and connectivity of brain neurons (2019) (94)
Bimodal BCI Using Simultaneously NIRS and EEG (2014) (94)
A Minor Component Analysis Algorithm (1997) (91)
Recurrent Neural Networks For Blind Separation of Sources (1995) (90)
Neural networks for blind decorrelation of signals (1997) (89)
Removal of ballistocardiogram artifacts from simultaneously recorded EEG and fMRI data using independent component analysis (2006) (89)
SSVEP recognition using common feature analysis in brain–computer interface (2015) (88)
Aggregation of Sparse Linear Discriminant analyses for Event-Related potential Classification in Brain-Computer Interface (2014) (87)
Tensor Decompositions: A New Concept in Brain Data Analysis? (2013) (86)
Multidimensional compressed sensing and their applications (2013) (85)
An optimized ERP brain–computer interface based on facial expression changes (2014) (85)
Robust techniques for independent component analysis (ICA) with noisy data (1998) (84)
Enhanced Motor Imagery Training Using a Hybrid BCI With Feedback (2015) (84)
An iterative inversion approach to blind source separation (2000) (84)
GOM-Face: GKP, EOG, and EMG-Based Multimodal Interface With Application to Humanoid Robot Control (2014) (82)
Regularized Alternating Least Squares Algorithms for Non-negative Matrix/Tensor Factorization (2007) (82)
Analysis of financial data using non-negative matrix factorisation (2008) (81)
Efficient Nonnegative Tucker Decompositions: Algorithms and Uniqueness (2014) (78)
Nonnegative matrix factorization with -divergence (2008) (77)
Blind Source Separation Algorithms with Matrix Constraints (2003) (76)
Learning Efficient Tensor Representations with Ring-structured Networks (2017) (76)
K-hyperline clustering learning for sparse component analysis (2009) (75)
Convolutive Blind Source Separation in the Frequency Domain Based on Sparse Representation (2007) (75)
Natural gradient algorithm for blind separation of overdetermined mixture with additive noise (1999) (74)
Tensor Networks for Big Data Analytics and Large-Scale Optimization Problems (2014) (72)
On-line Algorithm for Blind Signal Extraction of Arbitrarily Distributed, but Temporally Correlated Sources Using Second Order Statistics (2000) (72)
A robust approach to independent component analysis of signals with high-level noise measurements (2003) (71)
A Multiplicative Algorithm for Convolutive Non-Negative Matrix Factorization Based on Squared Euclidean Distance (2009) (69)
Individual Classification of Emotions Using EEG (2014) (68)
Robust blind source separation algorithms using cumulants (2002) (68)
EEG synchrony analysis for early diagnosis of Alzheimer's disease: A study with several synchrony measures and EEG data sets (2009) (67)
Kernelization of Tensor-Based Models for Multiway Data Analysis: Processing of Multidimensional Structured Data (2013) (67)
Non-negative Matrix Factorization with Orthogonality Constraints and its Application to Raman Spectroscopy (2007) (65)
COMBINING BLIND SOURCE EXTRACTION WITH JOINT APPROXIMATE DIAGONALIZATION: THIN ALGORITHMS FOR ICA (2003) (65)
The Study of Generic Model Set for Reducing Calibration Time in P300-Based Brain–Computer Interface (2019) (65)
Extended HALS algorithm for nonnegative Tucker decomposition and its applications for multiway analysis and classification (2011) (65)
Multiway array decomposition analysis of EEGs in Alzheimer's disease (2012) (65)
Self-adaptive blind source separation based on activation functions adaptation (2004) (64)
Multi-Domain Feature Extraction for Small Event-Related potentials through Nonnegative Multi-Way Array Decomposition from Low Dense Array EEG (2013) (64)
Fast Nonnegative Matrix Factorization Algorithms Using Projected Gradient Approaches for Large-Scale Problems (2008) (62)
Kernel nonnegative matrix factorization for spectral EEG feature extraction (2009) (62)
Optimized Motor Imagery Paradigm Based on Imagining Chinese Characters Writing Movement (2016) (61)
Prognosis for patients with cognitive motor dissociation identified by brain-computer interface (2020) (60)
Bispectrum-Based Channel Selection for Motor Imagery Based Brain-Computer Interfacing (2020) (60)
Benefits of Multi-Domain Feature of mismatch Negativity Extracted by Non-Negative Tensor Factorization from EEG Collected by Low-Density Array (2012) (59)
Nonnegative Matrix Factorization for Motor Imagery EEG Classification (2006) (59)
Sparse Bayesian multiway canonical correlation analysis for EEG pattern recognition (2017) (58)
A common neural-network model for unsupervised exploratory data analysis and independent component analysis (1998) (58)
Nonnegative Matrix Factorization with Temporal Smoothness and / or Spatial Decorrelation Constraints (2005) (58)
Emd Approach to Multichannel EEG Data - the amplitude and Phase Components Clustering Analysis (2010) (58)
Blind Deconvolution of Dynamical Systems:A State-Space Approach (2000) (57)
2008 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) (2008) (57)
Techniques for early detection of Alzheimer's disease using spontaneous EEG recordings (2007) (57)
Near-Lossless Multichannel EEG Compression Based on Matrix and Tensor Decompositions (2013) (57)
On Neural Blind Separation with Noise Suppression and Redundancy Reduction (1997) (56)
An improved P300 pattern in BCI to catch user’s attention (2017) (56)
Robust Multilinear Tensor Rank Estimation Using Higher Order Singular Value Decomposition and Information Criteria (2017) (55)
Blind source separation and sparse component analysis of overcomplete mixtures (2004) (55)
Improved M-FOCUSS Algorithm With Overlapping Blocks for Locally Smooth Sparse Signals (2008) (55)
Stable, Robust, and Super Fast Reconstruction of Tensors Using Multi-Way Projections (2014) (54)
Novel Multi-layer Non-negative Tensor Factorization with Sparsity Constraints (2007) (53)
An empirical EEG analysis in brain death diagnosis for adults (2008) (53)
Decomposition of Big Tensors With Low Multilinear Rank (2014) (52)
Log-Determinant Divergences Revisited: Alpha-Beta and Gamma Log-Det Divergences (2014) (52)
Blind estimation of channel parameters and source components for EEG signals: a sparse factorization approach (2006) (52)
Fast nonnegative tensor factorization based on accelerated proximal gradient and low-rank approximation (2016) (52)
Constrained non-Negative Matrix Factorization Method for EEG Analysis in Early Detection of Alzheimer Disease (2006) (52)
Equivariant nonstationary source separation (2002) (51)
Bayesian Sparse Tucker Models for Dimension Reduction and Tensor Completion (2015) (51)
Improved FOCUSS Method With Conjugate Gradient Iterations (2009) (50)
Independent component analysis for unaveraged single-trial MEG data decomposition and single-dipole source localization (2002) (50)
Blind Second-Order Source Extraction of Instantaneous Noisy Mixtures (2006) (49)
Separation of EOG artifacts from EEG signals using bivariate EMD (2010) (49)
Neural networks for computing eigenvalues and eigenvectors (1992) (49)
Early Detection of Alzheimer's Disease by Blind Source Separation, Time Frequency Representation, and Bump Modeling of EEG Signals (2005) (49)
Analysis and Online Realization of the CCA Approach for Blind Source Separation (2007) (48)
Ocular Artifacts Removal from EEG Using EMD (2008) (47)
Subband decomposition independent component analysis and new performance criteria (2004) (47)
Block Hankel Tensor ARIMA for Multiple Short Time Series Forecasting (2020) (46)
Fundamental tensor operations for large-scale data analysis using tensor network formats (2018) (46)
Extracting Information from Cortical Connectivity Patterns Estimated from High Resolution EEG Recordings: A Theoretical Graph Approach (2007) (46)
Canonical Polyadic Decomposition Based on a Single Mode Blind Source Separation (2012) (46)
CANDECOMP/PARAFAC Decomposition of High-Order Tensors Through Tensor Reshaping (2012) (45)
Nonnegative Tucker decomposition with alpha-divergence (2008) (44)
Block sparse representations of tensors using Kronecker bases (2012) (44)
Whether generic model works for rapid ERP-based BCI calibration (2013) (44)
Stable Low-rank Tensor Decomposition for Compression of Convolutional Neural Network (2020) (44)
Neural networks for computing best rank-one approximations of tensors and its applications (2017) (44)
Blind Signal Processing Methods for Analyzing Multichannel Brain Signals (2004) (43)
Complex Blind Source Extraction From Noisy Mixtures Using Second-Order Statistics (2010) (43)
Matrix-Group Algorithm via Improved Whitening Process for Extracting Statistically Independent Sources From Array Signals (2007) (42)
Subliminal Priming—State of the Art and Future Perspectives (2018) (42)
Nonnegative matrix factorization with quadratic programming (2008) (42)
Adaptive learning algorithm for principal component analysis with partial data (1996) (42)
Noise reduction in brain evoked potentials based on third-order correlations (2001) (42)
Sparse Component Analysis: a New Tool for Data Mining (2004) (41)
Multichannel blind deconvolution of nonminimum-phase systems using filter decomposition (2004) (41)
On a new blind signal extraction algorithm: different criteria and stability analysis (2002) (40)
Self-whitening algorithms for adaptive equalization and deconvolution (1999) (40)
Estimate of Causality Between Independent Cortical Spatial Patterns During Movement Volition in Spinal Cord Injured Patients (2007) (40)
Emotional faces boost up steady-state visual responsesforbrain–computer interface (2011) (40)
The spectrometer telescope for imaging x-rays on board the Solar Orbiter mission (2012) (40)
Diagnosis of Alzheimer's disease from EEG by means of synchrony measures in optimized frequency bands (2012) (40)
Smooth nonnegative matrix and tensor factorizations for robust multi-way data analysis (2015) (40)
Two Efficient Algorithms for Approximately Orthogonal Nonnegative Matrix Factorization (2015) (40)
A hybrid feature selection approach for the early diagnosis of Alzheimer’s disease (2015) (40)
Neural networks for solving systems of linear equations. II. Minimax and least absolute value problems (1992) (39)
An Optimized Channel Selection Method Based on Multifrequency CSP-Rank for Motor Imagery-Based BCI System (2019) (39)
Second-order statistics based blind source separation using a bank of subband filters (2003) (39)
Neural network for singular value decomposition (1992) (38)
Bias removal technique for blind source separation with noisy measurements (1998) (38)
On Similarity Measures for Spike Trains (2008) (38)
Bump time-frequency toolbox: a toolbox for time-frequency oscillatory bursts extraction in electrophysiological signals (2009) (38)
Incremental Common Spatial Pattern algorithm for BCI (2008) (38)
On the Early Diagnosis of Alzheimer’s Disease from EEG Signals: A Mini-Review (2011) (38)
Blind Source Separation and Sparse Bump Modelling of Time Frequency Representation of Eeg Signals: New Tools for Early Detection of Alzheimer’s Disease (2005) (38)
Sequential blind source separation based exclusively on second-order statistics developed for a class of periodic signals (2006) (38)
Modified Herault-Jutten Algorithms for Blind Separation of Sources (1997) (38)
A new nonlinear similarity measure for multichannel signals (2008) (37)
Optimization of EEG frequency bands for improved diagnosis of Alzheimer disease (2011) (37)
A Cascade Neural Network for Blind Signal Extraction without Spurious Equilibria (1998) (36)
Split-test Bonferroni correction for QEEG statistical maps (2008) (36)
Measuring Neural Synchrony by Message Passing (2007) (36)
Modern Machine-Learning Algorithms: For Classifying Cognitive and Affective States From Electroencephalography Signals (2020) (36)
Multichannel EEG brain activity pattern analysis in time–frequency domain with nonnegative matrix factorization support (2007) (36)
Multilinear Subspace Regression: An Orthogonal Tensor Decomposition Approach (2011) (36)
Sparse Representation and Its Applications in Blind Source Separation (2003) (35)
Auditory Feedback for Brain Computer Interface Management - An EEG Data Sonification Approach (2006) (35)
Blind source extraction based on a linear predictor (2007) (35)
A new neural network for solving linear programming problems (1996) (35)
Neural Networks for Solving Linear Inequality Systems (1997) (35)
Bayesian estimation of the number of principal components (2006) (35)
Probability estimation for recoverability analysis of blind source separation based on sparse representation (2006) (35)
Automated Multi-Stage Compression of Neural Networks (2019) (34)
Multi-Layer Neural Networks with a Local Adaptive Learning Rule for Blind Separation of Source Signa (1995) (34)
Quantifying Statistical Interdependence by Message Passing on Graphs—Part I: One-Dimensional Point Processes (2009) (34)
On-Line K-PLANE Clustering Learning Algorithm for Sparse Comopnent Analysis (2006) (34)
Validating rationale of group-level component analysis based on estimating number of sources in EEG through model order selection (2013) (34)
Spatial auditory paradigms for brain computer/machine interfacing (2009) (33)
EEG windowed statistical wavelet scoring for evaluation and discrimination of muscular artifacts (2008) (33)
Randomized Algorithms for Computation of Tucker Decomposition and Higher Order SVD (HOSVD) (2020) (33)
Improving the Quality of EEG Data in Patients with Alzheimer's Disease Using ICA (2009) (33)
Tensor Deflation for CANDECOMP/PARAFAC— Part I: Alternating Subspace Update Algorithm (2015) (33)
EEG auditory steady state responses classification for the novel BCI (2011) (32)
Blind signal extraction of signals with specified frequency band (2002) (32)
Epileptic seizure characterization by Lyapunov exponent of EEG signal (2007) (32)
Multichannel spectral pattern separation - An EEG processing application - (2009) (30)
Blind separation of post-nonlinear mixtures using gaussianizing transformations and temporal decorrelation (2003) (30)
Measures of resting state EEG rhythms for clinical trials in Alzheimer's disease: Recommendations of an expert panel (2021) (30)
A Note on Lewicki-Sejnowski Gradient for Learning Overcomplete Representations (2008) (30)
Independent component analysis and beyond in brain imaging: EEG, MEG, fMRI, and PET (2002) (30)
Tensor-variate Gaussian processes regression and its application to video surveillance (2014) (30)
Simplified neural networks for solving linear least squares and total least squares problems in real time (1994) (30)
A survey of the dummy face and human face stimuli used in BCI paradigm (2015) (30)
Decoding EEG in Cognitive Tasks With Time-Frequency and Connectivity Masks (2016) (29)
Tongue-Rudder: A Glossokinetic-Potential-Based Tongue–Machine Interface (2012) (29)
Neural networks for linear inverse problems with incomplete data especially in applications to signal and image reconstruction (1995) (29)
Robust Similarity Measurement Based on a Novel Time Filter for SSVEPs Detection. (2021) (29)
Novel blind source separation algorithms using cumulants (2000) (29)
Brain-Computer Interfaces: Towards Practical Implementations and Potential Applications (2007) (29)
Learning Common Time-Frequency-Spatial Patterns for Motor Imagery Classification (2021) (29)
Estimating a Few Extreme Singular Values and Vectors for Large-Scale Matrices in Tensor Train Format (2015) (28)
Robust estimation of principal components by using neural network learning algorithms (1993) (28)
Efficient representations of EEG signals for SSVEP frequency recognition based on deep multiset CCA (2020) (28)
On Revealing Replicating Structures in Multiway Data: A Novel Tensor Decomposition Approach (2012) (28)
Fast and unique Tucker decompositions via multiway blind source separation (2012) (28)
A class of novel blind source extraction algorithms based on a linear predictor (2005) (27)
Kurtosis-Based Blind Source Extraction of Complex Non-Circular Signals with Application in EEG Artifact Removal in Real-Time (2011) (27)
K-EVD Clustering and Its Applications to Sparse Component Analysis (2006) (27)
Advances in Nonnegative Matrix and Tensor Factorization (2008) (27)
Linked PARAFAC/CP Tensor Decomposition and Its Fast Implementation for Multi-block Tensor Analysis (2012) (27)
Learning the Hierarchical Parts of Objects by Deep Non-Smooth Nonnegative Matrix Factorization (2018) (27)
A blind extraction of temporally correlated but statistically dependent acoustic signals (2000) (27)
Neural network approach to blind separation and enhancement of images (1996) (27)
Hidden image separation from incomplete image mixtures by independent component analysis (1996) (27)
Deep Learning of Multifractal Attributes from Motor Imagery Induced EEG (2014) (27)
Topological Network Analysis of Early Alzheimer’s Disease Based on Resting-State EEG (2020) (27)
Information Theoretic Approaches for Motor-Imagery BCI Systems: Review and Experimental Comparison (2018) (27)
Fundamental Tensor Operations for Large-Scale Data Analysis in Tensor Train Formats (2014) (27)
Kernel Principal Component Regression with EM Approach to Nonlinear Principal Components Extraction (2001) (26)
Approximate maximum likelihood source separation using the natural gradient (2001) (26)
Equivalence Probability and Sparsity of Two Sparse Solutions in Sparse Representation (2008) (26)
Multikernel Capsule Network for Schizophrenia Identification (2019) (26)
Thin QR and SVD factorizations for simultaneous blind signal extraction (2004) (26)
Efficient extraction of evoked potentials by combination of Wiener filtering and subspace methods (2001) (26)
ICA and Committee Machine-Based Algorithm for Cursor Control in a BCI System (2005) (25)
Robust Independent Component Analysis via Time-Delayed Cumulant Functions (2003) (25)
Fast and Efficient Algorithms for Nonnegative Tucker Decomposition (2008) (25)
The Minimum Entropy and Cumulants Based Contrast Functions for Blind Source Extraction (2001) (25)
Robust batch algorithm for sequential blind extraction of noisy biomedical signals (1999) (25)
On Fast algorithms for orthogonal Tucker decomposition (2014) (25)
Brain-Computer Interface with Corrupted EEG Data: a Tensor Completion Approach (2018) (25)
Neural Network Models for Blind Separation of Time Delayed and Convolved Signals (1997) (24)
CRITERIA FOR THE SIMULTANEOUS BLIND EXTRACTION OF ARBITRARY GROUPS OF SOURCES (2001) (24)
Predicting traffic speed in urban transportation subnetworks for multiple horizons (2014) (24)
A switched-capacitor interface for capacitive sensors based on relaxation oscillators (1990) (24)
Multiband entropy-based feature-extraction method for automatic identification of epileptic focus based on high-frequency components in interictal iEEG (2020) (24)
Non-negative Matrix Factorization を用いた大域信号除去 (2006) (23)
AN ONLINE ALGORITHM FOR BLIND EXTRACTION OF SOURCES WITH DIFFERENT DYNAMICAL STRUCTURES (2003) (23)
The Effects of Audiovisual Inputs on Solving the Cocktail Party Problem in the Human Brain: An fMRI Study (2018) (23)
Robust overcomplete matrix recovery for sparse sources using a generalized Hough transform (2004) (23)
Towards Robust Neuroadaptive HCI: Exploring Modern Machine Learning Methods to Estimate Mental Workload From EEG Signals (2018) (23)
Switched-capacitor neural networks for differential optimization (1991) (23)
Flexible Component Analysis for Sparse, Smooth, Nonnegative Coding or Representation (2007) (23)
Blind source separation via symmetric eigenvalue decomposition (2001) (23)
Novel hybrid brain–computer interface system based on motor imagery and P300 (2019) (23)
BCI-Based Rehabilitation on the Stroke in Sequela Stage (2020) (23)
Regularized Computation of Approximate Pseudoinverse of Large Matrices Using Low-Rank Tensor Train Decompositions (2015) (23)
Fast and effective model order selection method to determine the number of sources in a linear transformation model (2012) (22)
Efficient method for Tucker3 model selection (2009) (22)
Generalized optimal spatial filtering using a kernel approach with application to EEG classification (2010) (22)
Natural Gradient Approach To Blind Separation Of Over- And Under-Complete Mixtures (1999) (22)
Blind source extraction in Gaussian noise (2000) (22)
A Flexible Method for Envelope Estimation in Empirical Mode Decomposition (2006) (22)
Design and evaluation of a capacitively coupled sensor readout circuit, toward contact-less ECG and EEG (2010) (22)
On the synchrony of steady state visual evoked potentials and oscillatory burst events (2009) (22)
The Uncinate Fasciculus as a Predictor of Conversion from Amnestic Mild Cognitive Impairment to Alzheimer Disease (2015) (22)
A Comparative Study of Synchrony Measures for the Early Detection of Alzheimer's Disease Based on EEG (2007) (21)
Optimization of Alpha-Beta Log-Det Divergences and their Application in the Spatial Filtering of Two Class Motor Imagery Movements (2017) (21)
ADAPTIVE NOISE CANCELLATION FOR MULTI-SENSORY SIGNALS (2001) (21)
Numerical CP decomposition of some difficult tensors (2016) (21)
Low-rank Approximation Based non-Negative Multi-Way Array Decomposition on Event-Related potentials (2014) (21)
Self-adaptive independent component analysis for sub-Gaussian and super-Gaussian mixtures with an un (1997) (20)
Common spatial patterns for steady-state somatosensory evoked potentials (2013) (20)
Tensor Networks for Latent Variable Analysis: Higher Order Canonical Polyadic Decomposition (2018) (20)
Multi-channel EEG compression based on matrix and tensor decompositions (2011) (20)
Fast-convergence filtered regressor algorithms for blind equalisation (1996) (20)
Effects of Background Music on Objective and Subjective Performance Measures in an Auditory BCI (2016) (20)
Regularized Group Sparse Discriminant Analysis for P300-Based Brain-Computer Interface (2019) (20)
Analysis of ongoing EEG elicited by natural music stimuli using nonnegative tensor factorization (2012) (20)
A novel switched-capacitor four-quadrant analog multiplier-divider and some of its applications (1986) (20)
Deep Learning in EEG: Advance of the Last Ten-Year Critical Period (2020) (20)
Accelerated Canonical Polyadic Decomposition Using Mode Reduction (2012) (19)
A joint optimization framework to semi-supervised RVFL and ELM networks for efficient data classification (2020) (19)
A theta-band EEG based index for early diagnosis of Alzheimer's disease. (2014) (19)
Audio representations of multi-channel EEG: a new tool for diagnosis of brain disorders. (2012) (19)
Hyper Radial Basis Function Neural Networks for Interference Cancellation with Nonlinear Processing of Reference Signal (2001) (19)
A New Generation of Brain-Computer Interfaces Driven by Discovery of Latent EEG-fMRI Linkages Using Tensor Decomposition (2017) (19)
The spectrometer/telescope for imaging X-rays on board the ESA Solar Orbiter spacecraft (2013) (19)
Steady State Visual Evoked Potentials in the Delta Range (0.5-5 Hz) (2008) (19)
Very Large-Scale Singular Value Decomposition Using Tensor Train Networks (2014) (19)
Blind signal extraction using self-adaptive nonlinear Hebbian learning rule (1996) (19)
Information backpropagation for blind separation of sources in nonlinear mixture (1997) (19)
Sparse Bump Sonification: A New Tool for Multichannel EEG Diagnosis of Mental Disorders; Application to the Detection of the Early Stage of Alzheimer's Disease (2006) (18)
Blind source extraction from convolutive mixtures in ill-conditioned multi-input multi-output channels (2004) (18)
Tensor completion throughmultiple Kronecker product decomposition (2013) (18)
Tensor classification for P300-based brain computer interface (2012) (18)
Architectures for analog VLSI implementation of neural networks for solving linear equations with inequality constraints (1992) (18)
Quantifying Statistical Interdependence by Message Passing on Graphs—Part II: Multidimensional Point Processes (2009) (18)
A Robust PCA Approach With Noise Structure Learning and Spatial–Spectral Low-Rank Modeling for Hyperspectral Image Restoration (2018) (18)
Single-class SVM and directed transfer function approach to the localization of the region containing epileptic focus (2009) (18)
CTFN: Hierarchical Learning for Multimodal Sentiment Analysis Using Coupled-Translation Fusion Network (2021) (18)
From basis components to complex structural patterns (2013) (18)
Semiparametric model and superefficiency in blind deconvolution (2001) (18)
Generalized Component Analysis and Blind Source Separation Methods for Analyzing Multichannel Brain Signals (2006) (18)
A fixed-point algorithm for independent component analysis which uses a priori information (1998) (18)
On Fast Computation of Gradients for CANDECOMP/PARAFAC Algorithms (2012) (17)
Equi-convergence Algorithm for Blind Separation of Sources with Arbitrary Distributions (2001) (17)
Blind multispectral image decomposition by 3D nonnegative tensor factorization. (2009) (17)
Removal of EEG artifacts for BCI applications using fully Bayesian tensor completion (2016) (17)
Single-Trial Magnetoencephalographic Data Decomposition and Localization Based on Independent Component Analysis Approach (2000) (17)
Multilinear generalization of Common Spatial Pattern (2009) (17)
Information Fusion for Perceptual Feedback: A Brain Activity Sonification Approach (2008) (17)
Fast damped gauss-newton algorithm for sparse and nonnegative tensor factorization (2011) (17)
A Six-Step Framework on Biomedical Signal Analysis for Tackling Noncommunicable Diseases: Current and Future Perspectives (2016) (17)
Bicriteria Sparse Nonnegative Matrix Factorization via Two-Timescale Duplex Neurodynamic Optimization. (2021) (17)
A further improvement of a fast damped Gauss-Newton algorithm for candecomp-parafac tensor decomposition (2013) (17)
Fast Multi-command SSVEP Brain Machine Interface without Training (2008) (17)
Sparse component analysis of overcomplete mixtures by improved basis pursuit method (2004) (17)
When is non-negative matrix decomposition unique? (2008) (17)
Blind source extraction of instantaneous noisy mixtures using a linear predictor (2006) (17)
Inferring Brain Networks through Graphical Models with Hidden Variables (2011) (17)
Improving EEG Decoding via Clustering-Based Multitask Feature Learning (2020) (16)
Blind Image Separation Using Nonnegative Matrix Factorization with Gibbs Smoothing (2007) (16)
Future Trends for Human-AI Collaboration: A Comprehensive Taxonomy of AI/AGI Using Multiple Intelligences and Learning Styles (2020) (16)
Noninvasive diagnosis of melanoma with tensor decomposition-based feature extraction from clinical color image (2013) (16)
Matrix and Tensor Completion in Multiway Delay Embedded Space Using Tensor Train, With Application to Signal Reconstruction (2020) (16)
Block decomposition for very large-scale nonnegative tensor factorization (2009) (16)
Non-Linear Canonical Correlation Analysis Using Alpha-Beta Divergence (2013) (16)
Discussion of “Time-frequency Techniques in Biomedical Signal Analysis: A Tutorial Review of Similarities and Differences” (2013) (16)
Exploring Combinations of Different Color and Facial Expression Stimuli for Gaze-Independent BCIs (2016) (16)
A Two-Stage MMSE Beamformer for Underdetermined Signal Separation (2013) (16)
Tensor Based Simultaneous Feature Extraction and Sample Weighting for EEG Classification (2010) (16)
A near real-time approach for convolutive blind source separation (2006) (16)
Common and Individual Features Analysis: Beyond Canonical Correlation Analysis (2012) (16)
EEG/MEG Signal Processing (2008) (16)
Computation of the Drazin inverse of a singular matrix making use of neural networks (1992) (16)
Multivariate analysis of Alzheimer's disease : Classification based on space-frequency characteristics of EEG time series (2008) (16)
Damped Gauss-Newton algorithm for nonnegative Tucker decomposition (2011) (16)
Local stability analysis of flexible independent component analysis algorithm (2000) (16)
APPLICATIONS TO EXPLORATORY MULTI-WAY DATA ANALYSIS AND BLIND SOURCE SEPARATION (2013) (16)
Partitioned Alternating Least Squares Technique for Canonical Polyadic Tensor Decomposition (2016) (16)
Blind decomposition of low‐dimensional multi‐spectral image by sparse component analysis (2009) (16)
Canonical Polyadic Decomposition With Auxiliary Information for Brain–Computer Interface (2014) (16)
Slice Oriented Tensor Decomposition of EEG Data for Feature Extraction in Space, Frequency and Time Domains (2009) (16)
Randomized algorithms for fast computation of low rank tensor ring model (2020) (15)
Blind Extraction of Global Signal From Multi-Channel Noisy Observations (2010) (15)
Blind source separation: new tools for extraction of source signals and denoising (2005) (15)
Adaptive Rank Selection for Tensor Ring Decomposition (2021) (15)
Fundamentals of Sampled-Data Systems (1989) (15)
Appllication of switched-capacitor self-oscillating circuits to the conversion of RLC parameters into a frequency or digital signal (1990) (15)
Multi-tensor Completion with Common Structures (2015) (15)
Multilinear tensor rank estimation via Sparse Tucker Decomposition (2014) (15)
Determining the number of sources in high-density EEG recordings of event-related potentials by model order selection (2011) (15)
Tensor Networks for Dimensionality Reduction, Big Data and Deep Learning (2018) (15)
Improving the Specificity of EEG for Diagnosing Alzheimer's Disease (2011) (15)
Segmentation and tracking of the electro-encephalogram signal using an adaptive recursive bandpass filter (2001) (15)
GFIL: A Unified Framework for the Importance Analysis of Features, Frequency Bands, and Channels in EEG-Based Emotion Recognition (2022) (15)
Enhancement of a Speech Signal Embedded in Noisy Environment Using Two Microphones (2000) (14)
Tensor Networks for Latent Variable Analysis: Novel Algorithms for Tensor Train Approximation (2020) (14)
Visualization and Sonification of Long-Term Epilepsy Electroencephalogram Monitoring (2018) (14)
Adaptive analogue network for real-time estimation of basic waveforms of voltages and currents (1992) (14)
Epileptic Seizure Prediction Using Lyapunov Exponents and Support Vector Machine (2007) (14)
Local Learning Rules for Nonnegative Tucker Decomposition (2009) (14)
Nonnegative Tensor Train Decompositions for Multi-domain Feature Extraction and Clustering (2016) (14)
Estimation of Sparse Nonnegative Sources from Noisy Overcomplete Mixtures Using MAP (2009) (14)
Blind equalisation using approximate maximum likelihood source separation (2001) (14)
Convergence Analysis of the FOCUSS Algorithm (2012) (14)
Multifactor sparse feature extraction using Convolutive Nonnegative Tucker Decomposition (2014) (14)
An exploration of spatial auditory BCI paradigms with different sounds: music notes versus beeps (2016) (14)
Advances in Electroencephalography Signal Processing [Life Sciences] (2013) (14)
Non-orthogonal tensor diagonalization (2014) (14)
Whole Brain fMRI Pattern Analysis Based on Tensor Neural Network (2018) (14)
Quantifying EEG synchrony using copulas (2010) (14)
Emotional States Estimation from Multichannel EEG Maps (2008) (14)
EEG Classification of Mild and Severe Alzheimer's Disease Using Parallel Factor Analysis Method (2008) (14)
Interpolation Technique to Speed Up Gradients Propagation in Neural ODEs (2020) (14)
CG-M-FOCUSS and Its Application to Distributed Compressed Sensing (2008) (14)
Tensor Networks for Latent Variable Analysis. Part I: Algorithms for Tensor Train Decomposition (2016) (13)
Towards Understanding Normalization in Neural ODEs (2020) (13)
Two-stage Blind Deconvolution Using State-space Models (1998) (13)
Blind source estimation of FIR channels for binary sources: a grouping decision approach (2004) (13)
Local Adaptive Learning Algorithms For Blind Separation Of Natural Images (1996) (13)
Task-Independent EEG Identification via Low-Rank Matrix Decomposition (2018) (13)
Biomedical Signal Processing: From a Conceptual Framework to Clinical Applications [Scanning the Issue] (2016) (13)
EOG/ERP hybrid human-machine interface for robot control (2013) (13)
Interactive component extraction from fEEG, fNIRS and peripheral biosignals for affective brain-machine interfacing paradigms (2011) (13)
On Some Extensions Of The Natural Gradient Algorithm (2001) (13)
Two spatio-temporal decorrelation learning algorithms and their application to multichannel blind deconvolution (1999) (13)
EMD Approach to Multichannel EEG Data - The Amplitude and Phase Synchrony Analysis Technique (2008) (13)
Robust Blind Source Separation Utilizing Second and Fourth Order Statistics (2002) (13)
Kernel-based tensor partial least squares for reconstruction of limb movements (2013) (13)
Robust Sparse Component Analysis Based on a Generalized Hough Transform (2007) (13)
Error Preserving Correction: A Method for CP Decomposition at a Target Error Bound (2019) (13)
Non-Holonomic Constraints in Learning Blind Source Separation (1997) (12)
An unsupervised hybrid network for blind separation of independent non-Gaussian source signals in multipath environment (1999) (12)
Blind extraction of source signals with specified stochastic features (1997) (12)
Evaluation of color modulation in visual P300-speller using new stimulus patterns (2021) (12)
Statistical Modeling and Analysis of Laser-Evoked Potentials of Electrocorticogram Recordings from Awake Humans (2007) (12)
Comparison of the ERP-Based BCI Performance Among Chromatic (RGB) Semitransparent Face Patterns (2020) (12)
Glossokinetic Potentials for a Tongue-Machine Interface: How Can We Trace Tongue Movements with Electrodes? (2016) (12)
Advances in PARAFAC Using Parallel Block Decomposition (2009) (12)
EEG-based approach for recognizing human social emotion perception (2020) (12)
Algebraic differential decorrelation for nonstationary source separation (2001) (12)
Multilinear and nonlinear generalizations of partial least squares: an overview of recent advances (2014) (12)
Beyond ICA: robust sparse signal representations (2004) (12)
Blind Source Separation Based on Generalised Canonical Correlation Analysis and Its Adaptive Realization (2008) (12)
A Contrast Function Based on Generalized Divergences for Solving the Permutation Problem in Convolved Speech Mixtures (2015) (12)
Extracting commuting patterns in railway networks through matrix decompositions (2014) (11)
An Affective BCI Using Multiple ERP Components Associated to Facial Emotion Processing (2013) (11)
Using Reinforcement Learning in the Algorithmic Trading Problem (2019) (11)
A New Nonlinear Similarity Measure for Multichannel Biological Signals (2007) (11)
Tensor completion via functional smooth component deflation (2016) (11)
Blind Separation of Filtered Sources Using State-Space Approach (1998) (11)
EEG Correlates of Voice and Face Emotional Judgments in the Human Brain (2015) (11)
Blind Signal Separation and Extraction: Recent Trends, Future Perspectives, and Applications (2004) (11)
Deflation method for CANDECOMP/PARAFAC tensor decomposition (2014) (11)
Manifold Modeling in Embedded Space: An Interpretable Alternative to Deep Image Prior (2020) (11)
SOURCE SEPARATION OF TEMPORALLY CORRELATED SOURCE USING BANK OF BAND PASS FILTERS (2001) (11)
Learning Connectivity Patterns via Graph Kernels for fMRI-Based Depression Diagnostics (2018) (11)
A Tensor-Variate Gaussian Process for Classification of Multidimensional Structured Data (2013) (11)
Spatial Auditory BCI/BMI Paradigm - Multichannel EMD Approach to Brain Responses Estimation (2010) (11)
K-Subspace clustering and its application in sparse component analysis (2005) (10)
Optimization of Model Training Based on Iterative Minimum Covariance Determinant In Motor-Imagery BCI (2021) (10)
TTOpt: A Maximum Volume Quantized Tensor Train-based Optimization and its Application to Reinforcement Learning (2022) (10)
BRAIN CONTROL OF ROBOTIC ARM USING AFFECTIVE STEADY-STATE VISUAL EVOKED POTENTIALS (2010) (10)
Real-Time Wireless Sonification of Brain Signals (2013) (10)
SPEECH ENHANCEMENT FROM INTERFERING SOUNDS USING CASA TECHNIQUES AND BLIND SOURCE SEPARATION (2001) (10)
EEG Changes after Bhramari Pranayama (2006) (10)
Multi‐Way Array (Tensor) Factorizations and Decompositions (2009) (10)
Sparse blind identification and separation by using adaptive K-orthodrome clustering (2008) (10)
Self-Weighted Semi-Supervised Classification for Joint EEG-Based Emotion Recognition and Affective Activation Patterns Mining (2021) (10)
Quadratic programming over ellipsoids with applications to constrained linear regression and tensor decomposition (2017) (10)
Cyborg Intelligence: Towards Bio-Machine Intelligent Systems (2014) (10)
Inpainting color images in learned dictionary (2012) (10)
On-Line Step-Size Selection for Training of Adaptive Systems (1997) (10)
Multi-Command Real-Time Brain Machine Interface Using SSVEP: Feasibility Study for Occipital and Forehead Sensor Locations (2008) (10)
Robust PCA neural networks for random noise reduction of the data (1997) (10)
Common and Individual Feature Extraction Using Tensor Decompositions: a Remedy for the Curse of Dimensionality? (2018) (10)
Alternating Least Squares and Related Algorithms for NMF and SCA Problems (2009) (10)
Alternating Least Squares and Related Algorithms for NMF and SCA Problems (2009) (10)
Investigation of Visual Stimulus With Various Colors and the Layout for the Oddball Paradigm in Evoked Related Potential-Based Brain–Computer Interface (2019) (10)
Novel Features for Brain-Computer Interfaces (2007) (10)
Source Separation and Applications [From the Guest Editors] (2014) (9)
A Novel Classification Framework Using the Graph Representations of Electroencephalogram for Motor Imagery Based Brain-Computer Interface (2021) (9)
A Unifying Approach to the Derivation of the Class of PNLMS Algorithms (2007) (9)
Geometrical Structures of FIR Manifold and Multichannel Blind Deconvolution (2002) (9)
Hardware simulator of Caliste-SO detectors for STIX instrument (2013) (9)
B-Spline Smoothing of Feature Vectors in Nonnegative Matrix Factorization (2014) (9)
An Efficient K -Hyperplane Clustering Algorithm and Its Application to Sparse Component Analysis (2007) (9)
Fast multispectral deep fusion networks (2018) (9)
Neural Mechanisms of Social Emotion Perception: An EEG Hyper-Scanning Study (2018) (9)
Interpolated Adjoint Method for Neural ODEs (2020) (9)
Blind separation and filtering using state space models (1999) (9)
Analyzing Steady State Visual Evoked Potentials Using Blind Source Separation (2010) (9)
Rational variety mapping for contrast-enhanced nonlinear unsupervised segmentation of multispectral images of unstained specimen. (2011) (9)
A dual-linear predictor approach to blind source extraction for noisy mixtures (2008) (9)
Optimization Algorithms for Sparse Representations and Applications (2006) (9)
Classifying Healthy Children and Children with Attention Deficit through Features Derived from Sparse and Nonnegative Tensor Factorization Using Event-Related Potential (2010) (9)
Hybrid-BCI: Classification of auditory and visual related potentials (2014) (9)
Canonical Polyadic Decomposition: From 3-way to N-Way (2012) (9)
Instrument data processing unit for spectrometer/telescope for imaging x-rays (STIX) (2012) (9)
Cross Tensor Approximation Methods for Compression and Dimensionality Reduction (2021) (9)
Optimizing the Face Paradigm of BCI System by Modified Mismatch Negative Paradigm (2016) (9)
Locally Adaptive Algorithms for ICA and their Implementations (2002) (9)
Manifold Modeling in Embedded Space: A Perspective for Interpreting "Deep Image Prior" (2019) (9)
RESEARCH OF SACCADE-RELATED EEG: COMPARISON OF ENSEMBLE AVERAGING METHOD AND INDEPENDENT COMPONENT ANALYSIS (2003) (9)
Selected Papers from the 4th International Conference on Bioinspired Systems and Cognitive Signal Processing (2011) (8)
Multi-domain Feature of Event-Related Potential Extracted by Nonnegative Tensor Factorization: 5 vs 14 Electrodes EEG Data (2012) (8)
Exploiting ongoing EEG with multilinear partial least squares during free-listening to music (2016) (8)
Tensor Deflation for CANDECOMP/PARAFAC— Part II: Initialization and Error Analysis (2015) (8)
The Influence of Visual Attention on The Performance of A Novel Tactile P300 Brain-Computer Interface with Cheeks-Stim Paradigm (2020) (8)
A Novel Measure for Synchrony and its Application to Neural Signals (2007) (8)
A Hybrid System for Distinguishing between Brain Death and Coma Using Diverse EEG Features (2019) (8)
Natural Gradient Learning for Spatio-temporal Decorrelation : Recurrent Network (2001) (8)
Low rank tensor deconvolution (2015) (8)
Sparse factorization preprocessing-based offline analysis for a cursor control experiment (2004) (8)
Identical fits of nonnegative matrix/tensor factorization may correspond to different extracted event-related potentials (2010) (8)
Effects of Visual Attention on Tactile P300 BCI (2020) (8)
Blind separation of delayed and superimposed acoustic sources : learning algorithms an experimental study (1999) (8)
Multi-view optimization of time-frequency common spatial patterns for brain-computer interfaces (2021) (8)
A greedy algorithm for model selection of tensor decompositions (2013) (8)
Winner-take-all neural network and its application to minimax optimisation problems (1991) (8)
A compressive sensing approach for progressive transmission of images (2009) (8)
Novel Alternating Least Squares Algorithm for Nonnegative Matrix and Tensor Factorizations (2010) (8)
A treatment of EEG data by underdetermined blind source separation for motor imagery classification (2012) (8)
Nonlinear Band Expansion and 3D Nonnegative Tensor Factorization for Blind Decomposition of Magnetic Resonance Image of the Brain (2010) (8)
Realisation of resistive N-port networks using operational amplifiers (1978) (8)
Robust Bayesian Tensor Factorization for Incomplete Multiway Data (2014) (8)
Stereophonic noise reduction using a combined sliding subspace projection and adaptive signal enhancement (2005) (8)
Rate of Convergence of the FOCUSS Algorithm (2017) (8)
Removal of ocular artifacts for high resolution EEG studies: a simulation study (2006) (8)
Sparse Super Symmetric Tensor Factorization (2007) (8)
Tensor diagonalization - a new tool for PARAFAC and block-term decomposition (2014) (8)
Big Data Matrix Singular Value Decomposition Based on Low-Rank Tensor Train Decomposition (2014) (8)
Application of Multivariate Empirical Mode Decomposition for Cleaning Eye Blinks Artifacts from EEG Signals (2018) (8)
Comparative study on the classification methods for breast cancer diagnosis (2018) (8)
Partitioned Hierarchical alternating least squares algorithm for CP tensor decomposition (2017) (8)
Clustering of Spectral Patterns Based on EMD Components of EEG Channels with Applications to Neurophysiological Signals Separation (2008) (8)
Non-negative mixtures (2010) (8)
Seeking an appropriate alternative least squares algorithm for nonnegative tensor factorizations (2012) (8)
Blind decomposition of infrared spectra using flexible component analysis (2009) (8)
Extract Mismatch Negativity and P3a through Two-Dimensional Nonnegative Decomposition on Time-Frequency Represented Event-Related Potentials (2010) (8)
Sparse Bump Sonification : a New Tool for Multichannel EEG Diagnosis of Brain Disorders (2009) (8)
Blind source separation of acoustic signals in realistic environments based on ICA in the time-frequency domain (2005) (7)
Tensor Deflation for CANDECOMP/PARAFAC. Part 3: Rank Splitting (2015) (7)
Deep Learning: Theory and Practice (2018) (7)
Correlation matching approach to source separation in the presence of spatially correlated noise (2001) (7)
A Novel Oddball Paradigm for Affective BCIs Using Emotional Faces as Stimuli (2011) (7)
Adaptive neural networks for robust estimation of signal parameters (1997) (7)
Dynamic online target control of SSVEP-based brain–computer interface with multiple commands (2007) (7)
Basic Building Blocks of Linear SC Networks (1989) (7)
Brain-Robot Interfaces Using Spatial Tactile BCI Paradigms - Symbiotic Brain-Robot Applications (2015) (7)
Introduction – Problem Statements and Models (2009) (7)
Bayesian CP factorization of incomplete tensor for EEG signal application (2016) (7)
On-line EEG classification and sleep spindles detection using an adaptive recursive bandpass filter (2001) (7)
Convergence Analysis of Local Algorithms for Blind Decorrelation (1996) (7)
Threshold electrodisintegration of 3He (2003) (7)
Optimization techniques for independent component analysis with applications to EEG data (2004) (7)
Damped Newton Iterations for Nonnegative Matrix Factorization (2010) (7)
Common components analysis via linked blind source separation (2015) (7)
Sensitivity in Tensor Decomposition (2019) (7)
Image Classification with Nonnegative Matrix Factorization Based on Spectral Projected Gradient (2015) (7)
MUSCO: Multi-Stage Compression of neural networks (2019) (7)
SPEECH EXTRACTION BASED UPON A COMBINED SUBBAND INDEPENDENT COMPONENT ANALYSIS AND NEURAL MEMORY (2003) (7)
脳機能計測と生体信号入出力(第7回)Tensor Decompositions: New Concepts in Brain Data Analysis? (2011) (7)
Video denoising using low rank tensor decomposition (2017) (7)
Non-Orthogonal Tensor Diagonalization, a Tool for Block Tensor Decompositions (2014) (6)
Quantifying Statistical Interdependence, Part III: N > 2 Point Processes (2011) (6)
Fast Nonnegative Tensor Factorization by Using Accelerated Proximal Gradient (2014) (6)
Algorithms with high order convergence speed for blind source extraction (2007) (6)
Regularization using geometric information between sensors capturing features from brain signals (2012) (6)
A Spurious Equilibria-free Learning Algorithm for the Blind Separation of Non-zoer Skewness Signals (1998) (6)
Two-sided diagonalization of order-three tensors (2015) (6)
On the robustness of EEG tensor completion methods (2021) (6)
Distinguishable spatial-spectral feature learning neural network framework for motor imagery-based brain–computer interface (2021) (6)
Krylov-Levenberg-Marquardt Algorithm for Structured Tucker Tensor Decompositions (2021) (6)
Early Detection of Alzheimer's Disease by Blind Source Separation and Bump Modeling of EEG Signals. (2005) (6)
Speech comprehension assessed by electroencephalography: A new method using m-sequence modulation (2007) (6)
Image Completion in Embedded Space Using Multistage Tensor Ring Decomposition (2021) (6)
Improved Sparse Bump Modeling for Electrophysiological Data (2008) (6)
Epileptic EEG visualization and sonification based on linear discriminate analysis (2015) (6)
EOG-related noise rejection in EEG signal with eye movement task by tensor product expansion with absolute error (2010) (6)
SPEECH EXTRACTION FROM INTERFERENCES IN REAL ENVIRONMENT USING BANK OF FILTERS AND BLIND SOURCE SEPARATION (2000) (6)
A sinusoidal frequency multiplying and dividing technique (1983) (6)
A new perspective of noise removal from EEG (2017) (6)
On the synchrony of empirical mode decompositions with application to electroencephalography (2008) (6)
SPARSE COMPONENT ANALYSIS BY IMPROVED BASIS PURSUIT METHOD (2003) (6)
Fast nonnegative tensor factorization for very large-scale problems using two-stage procedure (2009) (6)
EEG Windowed Statisticalwavelet Deviation for Estimation of Muscular Artifacts (2007) (6)
Blind source separation with convolutive noise cancellation (1997) (6)
Development, test and flight results of the rf systems for the yes2 tether experiment (2008) (6)
MERACLE: Constructive Layer-Wise Conversion of a Tensor Train into a MERA (2019) (6)
Single-class SVM classifier for localization of epileptic focus on the basis of EEG (2008) (6)
On the convergence of FOCUSS algorithm for sparse representation (2012) (6)
Measurement of the elastic magnetic form factor of (3)He at high momentum transfer. (2001) (6)
Multiscale Optimization Methods and Applications (2006) (6)
Regularized CSP with Fisher's criterion to improve classification of single-trial ERPs for BCI (2012) (6)
Hybrid learning approach to blind deconvolution of linear MIMO systems (1999) (5)
Semi-Automated Biomarker Discovery from Pharmacodynamic Effects on EEG in ADHD Rodent Models (2018) (5)
Common and Discriminative Subspace Kernel-Based Multiblock Tensor Partial Least Squares Regression (2016) (5)
Canonical Polyadic Tensor Decomposition With Low-Rank Factor Matrices (2021) (5)
Information theory related learning (2011) (5)
Blind Source Separation and Deconvolution of Fast Sampled Signals (1997) (5)
Extraction of Steady State Visually Evoked Potential Signal and Estimation of Distribution Map from EEG Data (2007) (5)
Reduced-Order Modeling of Deep Neural Networks (2019) (5)
Analysis of EEG Signals in Memory Guided Saccade Tasks (2007) (5)
Low-rank blind nonnegative matrix deconvolution (2012) (5)
Flexible Non-negative Matrix Factorization with Adaptively Learned Graph Regularization (2019) (5)
Elastic magnetic electron scattering from Ca-41 (1990) (5)
Investigation of ICA Algorithms for Feature Extraction of EEG Signals in Discrimination of Alzheimer Disease (2008) (5)
Multiplicative Iterative Algorithms for NMF with Sparsity Constraints (2009) (5)
Feature Extraction by Nonnegative Tucker Decomposition from EEG Data Including Testing and Training Observations (2012) (5)
A Novel Tensor Robust PCA Approach for Background Subtraction from Compressive Measurements (2015) (5)
Multiplicative Iterative Algorithms for NMF with Sparsity Constraints (2009) (5)
Tomographic image reconstruction from limited-view projections with Wiener filtered focuss algorithm (2008) (5)
FEATURE EXTRACTION FOR CANCER PREDICTION BY TENSOR DECOMPOSITION OF 1D PROTEIN EXPRESSION LEVELS (2011) (5)
Sparse representation of images using alternating linear programming (2003) (5)
Simplified analysis off arbitrary switched-capacitor networks (1987) (5)
Multichannel blind deconvolution of colored signals via eigenvalue decomposition (2001) (5)
Novel switched-capacitor generalised integrator (1985) (5)
Towards Affective BCI/BMI Paradigms - Analysis of fEEG and fNIRS Brain Responses to Emotional Speech and Facial Videos (2011) (5)
MACHINE LEARNING FOR SIGNAL PROCESSING (MLSP 2005) BLIND SOURCE SEPARATION AND SPARSE BUMP MODELLING OF TIME FREQUENCY REPRESENTATION OF EEG SIGNALS: NEW TOOLS FOR EARLY DETECTION OF ALZHEIMER'S DISEASE (2005) (5)
Application of time-frequency distributions to the independent component analysis of ECG signals (2001) (5)
Classification of Fast Imagined Motion Responses for a Human-Computer Interface (2010) (5)
NEURAL NETWORKS FOR REAL-TIME ESTIMATION OF PARAMETERS OF SIGNALS IN POWER SYSTEMS (2007) (5)
Blind Decorrelation and SOS for Robust Blind Identification (2002) (5)
SincNet-Based Hybrid Neural Network for Motor Imagery EEG Decoding (2022) (5)
Research for estimating direction of saccadic eye movements by single trial processing (2007) (5)
Fast and stable recovery of Approximately low multilinear rank tensors from multi-way compressive measurements (2014) (5)
Switched-capacitor transducers with digital or duty-cycle output based on pulse-width modulation technique (1991) (5)
Unsupervised Learning Algorithms and Latent Variable Models: PCA/SVD, CCA/PLS, ICA, NMF, etc. (2014) (5)
Bidomain formulation for modeling brain activity propagation (2006) (5)
Sequential nonnegative tucker decomposition on multi-way array of time-frequency transformed event-related potentials (2012) (5)
From Auditory and Visual to Immersive Neurofeedback: Application to Diagnosis of Alzheimer’s Disease (2014) (4)
Spin asymmetries from {sup 16}O({rvec {gamma}},p{pi}{sup {minus}}) near {Delta} resonance energies (1997) (4)
Analysis of environmental electromagnetic signal using nonnegative Matrix Factorization minimizing quasi-L1 norm (2011) (4)
Multi-channel EEG compression based on 3D decompositions (2012) (4)
Independent Component Analysis Algorithm for Online Blind Source Separation and Blind Equalization Systems (2000) (4)
Toward distinguishing the different types of attention using EEG signals (2018) (4)
Sequential Blind Signal Extraction (2002) (4)
Rates of convergence of the recursive radial basis function networks (1997) (4)
Multi-tensor completion for estimating missing values in video data (2014) (4)
Linked Tucker2 Decomposition for Flexible Multi-block Data Analysis (2014) (4)
Synthesis of nonlinear functions using continued fraction expansion (1980) (4)
Fast Converging Filtered Regressor Algorithms for Blind Equalization (1996) (4)
Joint Semi-Supervised Feature Auto-Weighting and Classification Model for EEG-Based Cross-Subject Sleep Quality Evaluation (2020) (4)
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Canonical polyadic decomposition (CPD) of big tensors with low multilinear rank (2020) (4)
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Analysis of active networks using flow-graph technique (1978) (4)
Quasi‐Newton Algorithms for Nonnegative Matrix Factorization (2009) (4)
Nonnegative DEDICOM Based On Tensor Decompositions for Social Networks Exploration (2010) (4)
Non-negative matrix factorization and its application in blind sparse source separation with less sensors than sources (2005) (4)
Constrained Projection Approximation Algorithms for Principal Component Analysis (2006) (4)
Feature Selection Combining Filter and Wrapper Methods for Motor-Imagery Based Brain-Computer Interfaces (2021) (4)
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Higher-order PLS for classification of ERPs with application to BCIs (2012) (4)
Signal Modality Characterisation of EEG with Response to Steady-State Auditory and Visual BCI Paradigms (2007) (4)
Switched-capacitor self-oscillating capacitance transducers with duty-cycle or digital output (1989) (4)
ICA Cleaning Procedure for EEG Signals Analysis - Application to Alzheimer's Disease Detection (2010) (4)
Oscillatory Event Synchrony During Steady State Visual Evoked Potentials (2008) (4)
Task-free brainprint recognition based on low-rank and sparse decomposition model (2019) (4)
Advances in Blind Source Separation (2007) (4)
Revising algorithm for nonnegative matrix factorization based on minimizing quasi-L1 norm (2014) (4)
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Matrix and tensor completion using tensor ring decomposition with sparse representation (2020) (4)
Hierarchical Neural Network for Robust PCA Computation of Complex Valued Signals (1996) (4)
Single trial method for Brain-Computer Interface (2006) (4)
OGSSL: A Semi-Supervised Classification Model Coupled With Optimal Graph Learning for EEG Emotion Recognition (2022) (4)
Applying Non-negative Matrix Factorization for global signal elimination from electromagnetic signals (2007) (4)
Introduction to the Issue on fMRI Analysis for Human Brain Mapping (2008) (4)
One time is not enough: iterative tensor decomposition for neural network compression (2019) (4)
Guest Editorial Special Issue on Neurodynamic Systems for Optimization and Applications (2016) (4)
Estimate of Causality Between Cortical Spatial Patterns During Voluntary Movements in Normal Subjects (2006) (4)
Dynamic Brain Sources of Single-Trial Auditory Evoked Potentials Data Using Complex ICA Approach (2005) (4)
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Tensor-Train Networks for Learning Predictive Modeling of Multidimensional Data (2021) (3)
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Independent Residual Analysis for Temporally Correlated Signals (2003) (3)
Global signal elimination from ELF band electromagnetic signals by Independent Component Analysis (2006) (3)
A tensorial approach to single trial recognition for Brain Computer Interface (2010) (3)
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Learning in dynamic neural networks using signal flow graphs (1999) (3)
Cross Tensor Approximation for Image and Video Completion (2022) (3)
Similarity Measures and Generalized Divergences (2009) (3)
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On Connection between the Convolutive and Ordinary Nonnegative Matrix Factorizations (2012) (3)
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Face Representations via Tensorfaces of Various Complexities (2019) (3)
Joint Structured Graph Learning and Clustering Based on Concept Factorization (2019) (3)
Medical Image De-noising Using Deep Networks (2018) (3)
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Neural Coding by Redundancy Reduction and Correlation (2002) (3)
Modified Modulated Hebb-Oja Learning Rule: A Method for Biologically Plausible Principal Component Analysis (2007) (3)
Independent Component Analysis and Evolving Fuzzy Neural Networks for the Classification of Single Trial EEG Data (2001) (3)
Analysis of Interactions Among Hidden Components for Tucker Model (2009) (3)
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Multilinear state space system identification with matrix product operators (2018) (2)
Relationship between saccade to EEG signals in time-frequency domain (2007) (2)
Guest Editorial Special Issue on Information Theoretic Learning (2004) (2)
Canonical polyadic decomposition for unsupervised linear feature extraction from protein profiles (2013) (2)
Knowledge-Based Intelligent Information and Engineering Systems (2006) (2)
An analysis of the CCA approach for blind source separation and its adaptive realization (2006) (2)
Logarithmic and exponential switched-capacitor convertors and some of their applications (1988) (2)
Analysis on EEG Signals in Visually and Auditorily Guided Saccade Task by FICAR (2006) (2)
Efficient Spatial Filters Enhance SSVEP Target Recognition Based on Task-Related Component Analysis (2021) (2)
Proceedings of the 10th international conference on Latent Variable Analysis and Signal Separation (2012) (2)
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Recurrent Least Squares Learning for Quasi{parallel Principal Component Analysis (1996) (2)
Classification of attention types in EEG signals (2018) (2)
Analysis of active ladder network by using coates flow graphs and continuants (1977) (2)
A saccade-related noise reduction in EEG signals using outer product expansion with reference signal (2011) (2)
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Blind Identification and Separation of Noisy Source Signals : Neural Network Approaches (1998) (2)
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Classification of scenes based on multiway feature extraction (2010) (2)
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Synthesis of an arbitrary voltage transfer function (1976) (2)
Joint Structured Graph Learning and Unsupervised Feature Selection (2019) (2)
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Adaptive Blind Deconvolution and Equalization with Self-Adaptive Nonlinearities: An Information-theoretic Approach (1997) (2)
Technique for compensation of errors in analogue multipliers (1989) (2)
The {sup 16}O({gamma}(vector sign),{pi}{sup -}p)reaction at E{sub {gamma}}{approx_equal}300 MeV (2000) (2)
Concatenation Method for High-temporal Resolution SSVEP-BCI (2018) (2)
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Joint Feature Adaptation and Graph Adaptive Label Propagation for Cross-Subject Emotion Recognition From EEG Signals (2022) (2)
Reduction of broadband noise in speech signals by multilinear subspace analysis (2010) (2)
Data augmentation for Convolutional LSTM based brain computer interface system (2022) (2)
L3C-Stereo: Lossless Compression for Stereo Images (2021) (2)
Attention allocation on mobile app interfaces when human interacts with them (2021) (2)
Quantifying the Similarity of Multiple Multi-Dimensional Point Processes by Integer Programming with Application to Early Diagnosis of Alzheimer ’ s Disease from EEG (2008) (2)
Comparison of ICA/BSS algorithms for noisy data (2000) (2)
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Robust Channel Identification Using FOCUSS Method (2010) (2)
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Error Preserving Correction for CPD and Bounded-Norm CPD (2017) (2)
Analysing ICA component by injection noise (2003) (2)
Algorithms of Signals in the Presence of White Noise (2004) (2)
Fundamental Research on EEG Signals Related to Free-Movements and Cued-Movement in Saccadic Eye Movements and Finger Movements (2013) (2)
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Usefulness of Quasi-L1 Norm-Based Nonnegative Matrix Factorization Algorithm to Estimate Background Signal using Environmental Electromagnetic Field Measurements at ELF Band (2016) (2)
Blind Identification and Deconvolution for Noisy Two-Input Two-Output Channels (2005) (2)
EEG Signal Analysis via a Cleaning Procedure based on Multivariate Empirical Mode Decomposition (2012) (2)
Blind source recovery: algorithm comparison and fusion (2004) (2)
Exact Gradient Calculation in Gamma Neural Networks (1997) (2)
Quantifying the similarity of multiple point processes with application to early diagnosis of Alzheimer's disease from EEG (2008) (2)
Signal Processing for Neural Spike Trains (2010) (2)
Extraction and classification of common independent components in single-trial crossmodal cortical responses (2010) (2)
Introduction to Blind Signal Processing: Problems and Applications (2002) (2)
Dynamic theta/beta ratio of clinical EEG in Alzheimer's disease (2021) (2)
Single trial analysis on saccade-related EEG signal (2007) (2)
Spectral Power Estimation for Unevenly Spaced Motor Imagery Data (2013) (2)
Blind Source Separation of Single Channel Mixture Using Tensorization and Tensor Diagonalization (2017) (2)
S3LRR: A Unified Model for Joint Discriminative Subspace Identification and Semisupervised EEG Emotion Recognition (2022) (2)
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Rank Splitting for CANDECOMP/PARAFAC (2015) (1)
Gamma-band activity; role of music perception in the brain in relation to consciousness and cognition (2013) (1)
High Resolution Common Spatial Frequency Filters for Classifying Multi-class EEG (2011) (1)
Chapter 8. Selected Applications (2009) (1)
TENSOR CLASSIFICATION FOR P 300-BASED BRAIN COMPUTER INTERFACE (2012) (1)
A Brief Guide for TDALAB Ver 1 . 1 (2013) (1)
Methods for factorization and approximation of Tensors by partial Fiber Sampling (2009) (1)
Novel channel selection model based on graph convolutional network for motor imagery (2022) (1)
Exclusive pion production from 16O using polarized photons (2008) (1)
Neurodynamics of Emotional Judgments in the Human Brain (2016) (1)
Interactive component extraction from fEEG, fNIRS and peripheral biosignals for affective brainmach (2011) (1)
Neural networks for real-time estimation of the basic waveforms of voltages and currents encountered in power systems (1993) (1)
Teacher’s Competences – Prospects for Development and Professional Training (2018) (1)
Non independent strategies for blind source separation in functional MRI (2002) (1)
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Special issue on information theoretic learning. (2004) (1)
First beam-target double-polarization measurements using polarized HD at legs (2003) (1)
Comparison of Independent Component Analysis and Blind Source Separation Algorithms for Noisy Data (2002) (1)
P31.3 On the estimation of causality between cortical spatial patterns during voluntary movements in normal subjects by using independent component analysis (2006) (1)
Analysis of single-trial EEG data using a combined robust pre-whitening technique and ICA approach (2005) (1)
Integrated extension board for on-board computer (OBDH) of SSETI ESEO satellite (2007) (1)
Visualization of Dynamic Brain Activities Based on the Single-Trial MEG and EEG Data Analysis (2006) (1)
Welcome to SIGNALS: A New Open-Access Scientific Journal on Signal Analysis, Retrieval and Processing (2018) (1)
Modeling Transient Oscillations in the EEG of Patients with Mild Cognitive Impairment (2011) (1)
Nonnegative Shifted Tensor Factorization in time frequency domain (2014) (1)
Principal/Minor Component Analysis and Related Problems (2002) (1)
Neural networks for solving systems linear inequality (2003) (1)
Enhancing P300 based character recognition performance using a combination of ensemble classifiers and a fuzzy fusion method (2021) (1)
Common feature analysis for recognizing steady-state visual evoked potential in brain-computer interface (2013) (1)
Compact dual-band FTIR spectrometer for atmosphere monitoring (2015) (1)
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Sparse Bump Modeling of mildAD Patients - Modeling Transient Oscillations in the EEG of Patients with Mild Alzheimer's Disease (2018) (1)
Implementation of matrix factorization based on minimizing quasi-absolute distance for electromagnetic global signal elimination (2009) (1)
Extraction of statistically dependent sources with temporal structure (2000) (1)
MULTICHANNEL BLIND SEPARATION ANDDECONVOLUTION OF SOURCES WITHARBITRARY (1997) (1)
Combining behavior and EEG analysis for exploration of dynamic effects of ADHD treatment in animal models (2018) (1)
Semiparametric Approach to Blind Deconvolution (1999) (1)
NeuroMath: Advanced Methods for the Estimation of Human Brain Activity and Connectivity (2009) (1)
Guest Editorial Special Section on Blind Signal Processing and Its Applications (2010) (1)
Self-Scaling and Self-Adaptive Compact Time-Delay Neural Network for Dynamical Nonlinear and Nonstationary System Identification (2000) (1)
Robust blind source separation and dispersing algorithms (2002) (1)
The explicit inverses of general tridiagonal matrices and some applications (1986) (1)
Brain-Computer Interface with Corrupted EEG Data: a Tensor Completion Approach (2018) (1)
Patients' consciousness analysis using dynamic approximate entropy and MEMD method (2013) (1)
Semiparametric Approach to Blind Separation of Dynamic Systems (1999) (1)
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Blind identification problems with constraints (2002) (1)
Sequential Coordinate-Wise DNMF for Face Recognition (2010) (1)
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Adaptive neural networks for robust estimation of parameters of noisy harmonic signals (1996) (1)
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Tensor Decompositions for Very Large Scale Problems (2010) (1)
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K-Hyperplanes Clustering and Its Application to Sparse Component Analysis (2006) (1)
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Switched-capacitor function generators (1988) (1)
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Signal processing for Brain computer interface by SSVEP (2012) (0)
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Computational Intelligence in engineering practice (2021) (0)
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Correlation analysis of scalp EEG responses to spoken sentences modulated by M-sequence (2007) (0)
Coding of faces by tensor components (2017) (0)
Multi-Command Steady VEP BCI System based on CICA with References (2010) (0)
MOS Devices for Linear Analog Integrated Circuits (1989) (0)
Solving of real matrix equations AX-YB=C making use of neural networks (1992) (0)
STIX IDPU: very efficient and reliable controller for a scientific instrument (2019) (0)
Multimodal fEEG and fNIRS analysis of human emotional responses (2009) (0)
Sfg Approach to the Sensitivity Determination of Dynamic Recurrent Systems (0)
Quadratic programming over ellipsoids with applications to constrained linear regression and tensor decomposition (2019) (0)
Measuring Sentence Processing by Electroencephalography (EEG): New Technique Using M-Sequence Modulation (2007) (0)
Tutorial Lecture : Tensor-Based Machine Learning : Modeling, Algorithms and Applications (信号処理) (2013) (0)
Enhancing neurological functions through bioengineering Theodore W Berger John K Chapin (2009) (0)
Crossmodal cortical responses revealed by single-trial wavelet-packet-enhanced ICA (2004) (0)
Comparison of the (e,e′), (e,e′p) and (γ,p) reactions on 10B (1995) (0)
CMOS Analog-to-Digital and Digital-to-Analog Conversion Systems (1989) (0)
Source localization and synchronization analysis on EEG recorded from professional shooters and novices: A comparison study (2014) (0)
Analysis on Saccade-Related Independent Components by Various ICA Algorithms for Developing BCI (2009) (0)
Comparison of saccade-related EEG signal with saccade-related independent component (2005) (0)
Visualization and Sonification of Long-Term Epilepsy Electroencephalogram Monitoring (2018) (0)
Effects of the combination of block-shape and face flashing stimuli on a P300 brain computer interface (2020) (0)
眼球運動関連電位抽出のための最適な電極数と位置について(BCI/BMIその周辺,一般) (2010) (0)
Research on Relationship between Saccade-Related EEG Signals and Selection of Electrode Position by Independent Component Analysis (2010) (0)
Source localization with EEG data for BP shows major activities in the frontal areas of the brain (2007) (0)
Synthesis and Design of SC Filters (1989) (0)
SPARSE REPRESENTATION AND BLIND DECONVOLUTION OF DYNAMICAL SYSTEMS (2001) (0)
眼球運動予測システム構築のための単一試行処理方法の提案(脳インタフェース(信号処理),脳インタフェースの技術と応用,一般) (2007) (0)
A NewNonlinear Similarity MeasureforMultichannel Biological Signals (2007) (0)
Brain Computer Interface (BCI) and Brain to Brain Couplings Using Multiway Component Analysis (2015) (0)
Solving a System of Algebraic Equations and Related Problems (2002) (0)
INDEPENDENDT VARIABLE SELECTION: AN APPLICATION OF INDEPENDENT COMPONENT ANALYSIS TO FORECASTING A STOCK INDEX By (2004) (0)
Seeking an appropriate alternative least squares algorithm for nonnegative tensor factorizations (2011) (0)
Real-Time Wireless Sonification of Brain Signals Real-Time Wireless Sonification of Brain Signals (2012) (0)
The First Pion Photoproduction Results from Polarized HD at Legs (2002) (0)
Appendix A: Mathematical Preliminaries (2002) (0)
Erratum: Non-negative Matrix Factorization with Orthogonality Constraints and its Application to Raman Spectroscopy (2007) (0)
Erratum: Non-negative Matrix Factorization with Orthogonality Constraints and its Application to Raman Spectroscopy (2007) (0)
An Exemplar-Based Statistical Model for the Dynamics of Neural Synchrony (2008) (0)
Robust Image Association by Recurrent Neural Subnetworks Robust Image Association by Recurrent Subnetworks (1996) (0)
Stereophonic noise reduction by a combined non-recursive multi-stage sliding subspace projection and adaptive signal enhancement (2004) (0)
Bispectrum-based hybrid neural network for motor imagery classification (2022) (0)
On a novel measure for synchrony and its application to EEG (2007) (0)
Multi-command SSVEP BCI system based on constrained ICA with references (2010) (0)
Improving EEG Neurofeedback with Advanced Machine Learning and Signal Processing tools from Brain-Computer Interfaces Research (2017) (0)
Can transfer learning across motor tasks improve motor imagery BCI (2018) (0)
INPUT VARIABLE SELECTION USING INDEPENDENT COMPONENT ANAL YSIS AND HIGHER ORDER STATISTICS (2007) (0)
Spin asymmetries from 16O(? ?,pp-) near ? resonance energies (1997) (0)
Dynamic MEMD Associated with Approximate Entropy in Patients' Consciousness Evaluation (2016) (0)
Power Supply Unit for Modular X and Gamma Ray Sensor in ASIM/ISS Mission (2014) (0)
Analysis of cascade connection of nonalike 2-ports (1977) (0)
Multi-Way Component Analysis for Structured Tensor Data: A Signal Processing Perspective (2012) (0)
Comment on "Blind source separation based on endpoint estimation with applications to the MLSP 2006 data competition" (2011) (0)
Motor Imagery EEG Classification Based on Riemannian Sparse Optimization and Dempster-Shafer Fusion of Multi-Time-Frequency Patterns (2022) (0)
NEUTRAL PION PRODUCTION FROM DEUTERIUM AT THE LEGS FACILITY (2002) (0)
Modelling of soft fault propagation in sequential circuits by fuzzy-logic simulations (2019) (0)
Poper ICA algorithm for extracting EEG signals related to saccadic eye movements (2009) (0)

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