Alex James
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Indian machine learning researcher
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Alex James computer-science Degrees
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Computer Science
Alex James 's Degrees
- PhD Computer Science IIT Madras
- Masters Computer Science IIT Madras
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Why Is Alex James Influential?
(Suggest an Edit or Addition)According to Wikipedia, Alex James is an Indian scientist who is a professor of AI hardware at School of Electronic Systems and Automation, and Dean at Digital University Kerala . He is the professor in charge of Maker Village, Kochi, Chief Investigator of the centre for Intelligent IoT Sensors, and India Innovation Centre for Graphene. James features in top 1% scientists list published by Elsevier BV in the world in the field of Electrical and Electronics Engineering. He appeared in the list for the third consecutive time. He specializes in the scientific field of Memristive Systems, AI hardware, Neuromorphic VLSI system, Intelligent Imaging and Machine learning, and Analogue electronics.
Alex James '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
- Medical Image Fusion: A survey of the state of the art (2013) (737)
- Neuromemristive Circuits for Edge Computing: A Review (2018) (144)
- Wireless Charging Techniques for UAVs: A Review, Reconceptualization, and Extension (2018) (137)
- A survey on LSTM memristive neural network architectures and applications (2019) (112)
- Stemming the tide: progress towards resolving the causes of decline and implementing management responses for the disappearing mammal fauna of northern Australia (2015) (101)
- A Survey of Memristive Threshold Logic Circuits (2016) (96)
- IN-YOLO: Real-Time Detection of Outdoor High Voltage Insulators Using UAV Imaging (2020) (92)
- Learning in Memristive Neural Network Architectures Using Analog Backpropagation Circuits (2018) (70)
- Detection and Analysis of Emotion From Speech Signals (2015) (66)
- Hierarchical Temporal Memory Features with Memristor Logic Circuits for Pattern Recognition (2018) (62)
- A memristor-based long short term memory circuit (2018) (62)
- Analog Backpropagation Learning Circuits for Memristive Crossbar Neural Networks (2018) (55)
- Bit-Plane Extracted Moving-Object Detection Using Memristive Crossbar-CAM Arrays for Edge Computing Image Devices (2018) (39)
- HTM Spatial Pooler With Memristor Crossbar Circuits for Sparse Biometric Recognition (2017) (34)
- Resistive Threshold Logic (2013) (31)
- Neuron inspired data encoding memristive multi-level memory cell (2018) (30)
- Inter-image outliers and their application to image classification (2010) (30)
- Memristive Threshold Logic Circuit Design of Fast Moving Object Detection (2014) (29)
- Engineering the Global University Rankings: Gold Standards, Limitations and Implications (2018) (29)
- Hierarchical Temporal Memory Using Memristor Networks: A Survey (2018) (29)
- Threshold Logic Computing: Memristive-CMOS Circuits for Fast Fourier Transform and Vedic Multiplication (2014) (28)
- Heart rate monitoring using human speech spectral features (2015) (27)
- Nearest Neighbor Classifier Based on Nearest Feature Decisions (2012) (27)
- RFID-Cloud smart cart system (2016) (27)
- Face Recognition Using Local Binary Decisions (2008) (26)
- A design of HTM spatial pooler for face recognition using memristor-CMOS hybrid circuits (2016) (22)
- Cognitive Memory Network (2010) (21)
- Feature extraction without learning in an analog spatial pooler memristive-CMOS circuit design of hierarchical temporal memory (2018) (21)
- Binary Weighted Memristive Analog Deep Neural Network for Near-Sensor Edge Processing (2018) (20)
- Facial emotion recognition using min-max similarity classifier (2017) (20)
- On-chip face recognition system design with memristive Hierarchical Temporal Memory (2017) (20)
- Memristive Non-Idealities: Is there any Practical Implications for Designing Neural Network Chips? (2019) (19)
- Introduction to Memristive HTM Circuits (2018) (19)
- M2CA: Modular Memristive Crossbar Arrays (2018) (19)
- Overview of Long Short-Term Memory Neural Networks (2019) (18)
- Ranked selection of nearest discriminating features (2012) (18)
- Intelligent Systems, Technologies and Applications (2020) (18)
- Discriminative histogram taxonomy features for snake species identification (2014) (18)
- Memristor pattern recogniser: isolated speech word recognition (2015) (17)
- Memristor load current mirror circuit (2015) (17)
- A Review of Feature and Data Fusion with Medical Images (2015) (17)
- A hybrid memristor–CMOS chip for AI (2019) (17)
- Memristor and Memristive Neural Networks (2018) (17)
- Multi-level memristive memory with resistive networks (2017) (17)
- Memristive LSTM network hardware architecture for time-series predictive modeling problems (2018) (16)
- Design of CMOS-memristor Circuits for LSTM architecture (2018) (15)
- An overview of memristive cryptography (2019) (15)
- ANFIS based quadrotor drone altitude control implementation on Raspberry Pi platform (2018) (14)
- A Theoretical Analysis of the Peaking Phenomenon in Classification (2020) (13)
- Spatial Stimuli Gradient Sketch Model (2015) (13)
- Quality assessment metrics for edge detection and edge-aware filtering: A tutorial review (2017) (13)
- The efficacy of monitoring techniques for detecting small mammals and reptiles in arid environments (2017) (12)
- Design and implication of a rule based weight sparsity module in HTM spatial pooler (2017) (12)
- Unmanned Aerial Vehicle (UAV) charging from powerlines (2017) (12)
- One-sample face recognition with local similarity decisions (2013) (12)
- Snake classification from images (2017) (11)
- Voltage controlled memristor threshold logic gates (2016) (10)
- Memristive Threshold Logic Face Recognition (2014) (10)
- Speech signal analysis for the estimation of heart rates under different emotional states (2016) (10)
- Pixel-Level Decisions based Robust Face Image Recognition (2010) (9)
- Unburnt habitat patches are critical for survival and in situ population recovery in a small mammal after fire (2021) (9)
- Neuromorphic Adaptive Edge-Preserving Denoising Filter (2017) (9)
- Ancient indian document analysis using cognitive memory network (2014) (9)
- Memristive Operational Amplifiers (2014) (8)
- On Design of Memristive Amplifier Circuits (2014) (8)
- A Memristor-CMOS Braun Multiplier Array for Arithmetic Pipelining (2019) (8)
- An efficient method to estimate the optimum regularization parameter in RLDA (2016) (8)
- Edge detection for pattern recognition: a survey (2016) (8)
- Analog Self-Timed Programming Circuits for Aging Memristors (2021) (7)
- Cats are a key threatening factor to the survival of local populations of native small mammals in Australia’s tropical savannas: evidence from translocation trials with Rattus tunneyi (2021) (7)
- Sparse distributed localized gradient fused features of objects (2014) (7)
- Generalized Bell-Shaped Membership Function Generation Circuit for Memristive Neural Networks (2019) (7)
- High voltage insulator surface evaluation using image processing (2017) (7)
- Edge detection using resistive threshold logic networks with CMOS flash memories (2014) (7)
- Recursive Threshold Logic—A Bioinspired Reconfigurable Dynamic Logic System With Crossbar Arrays (2020) (6)
- Deep Neuro-Fuzzy Architectures (2019) (6)
- Probabilistic Neural Network with Memristive Crossbar Circuits (2019) (6)
- Discrete-level memristive circuits for HTM-based spatiotemporal data classification system (2017) (6)
- Getting Started with TensorFlow Deep Learning (2019) (6)
- Optimising camera trap deployment design across multiple sites for species inventory surveys (2017) (6)
- Memristors: Properties, Models, Materials (2019) (6)
- Who is the Winner? Memristive-CMOS Hybrid Modules: CNN-LSTM Versus HTM (2019) (6)
- Wafer Quality Inspection using Memristive LSTM, ANN, DNN and HTM (2018) (6)
- Special issue on medical image computing and systems (2014) (5)
- An Artificial Cellular Convolution Architecture for Real-Time Image Processing (2012) (5)
- Improving feature selection algorithms using normalised feature histograms (2011) (5)
- Citizen science decisions: A Bayesian approach optimises effort (2021) (5)
- Speech Recognition Application Using Deep Learning Neural Network (2019) (5)
- Boosting the ranking of a university using self-citations (2017) (4)
- Level-shifted neural encoded analog-to-digital converter (2017) (4)
- Unified Model for Contrast Enhancement and Denoising (2017) (4)
- Implementation of True Random Number Generator based on Double-Scroll Attractor circuit with GST memristor emulator (2018) (4)
- Variability Analysis of Memristor-based Sigmoid Function (2018) (4)
- Automated image segmentation for detecting cell spreading for metastasizing assessments of cancer development (2017) (4)
- Neural Network-Based Analog-to-Digital Converters (2018) (4)
- Mean-Variance Blind Noise Estimation for CT Images (2014) (4)
- Approximate Probabilistic Neural Networks with Gated Threshold Logic (2018) (4)
- Memristor Threshold Logic: An Overview to Challenges and Applications (2016) (4)
- Analysis of Multilayer Perceptron with Rectifier Linear Unit Activation Function (2018) (3)
- Intraoperative cardiac MRI processing using threshold logic cells (2014) (3)
- Bioinspired memory model for HTM face recognition (2016) (3)
- Biologically inspired features used for robust phoneme recognition (2013) (3)
- Irregular pixel imaging (2014) (3)
- AnalogHTM: Memristive Spatial Pooler Learning with Backpropagation (2019) (3)
- Examplers based image fusion features for face recognition (2012) (3)
- Towards Strong AI with Analog Neural Chips (2020) (3)
- Feature selection using nearest attributes (2012) (3)
- Edge-Aware Spatial Denoising Filtering Based on a Psychological Model of Stimulus Similarity (2018) (3)
- Directional edge detection using parallel cognitive logic cells (2013) (3)
- Threshold logic based low-level vision sparse object features (2016) (3)
- Binarized Neural Network with Stochastic Memristors (2019) (2)
- Programmable Memristive Threshold Logic Gate Array (2018) (2)
- AMSNet: Analog Memristive System Architecture for Mean-Pooling with Dropout Convolutional Neural Network (2019) (2)
- Deep-Learning-Based Approach for Outdoor Electrical Insulator Inspection (2019) (2)
- Live line snow and ice coverage detection of ceramic insulator using gabor image features (2017) (2)
- A Memory Based Face Recognition Method (2009) (2)
- CMOS-Memristor Hybrid Integrated Pixel Sensors (2016) (2)
- Speech Filters for Speech Signal Noise Reduction (2012) (2)
- Parallel Realization of Cognitive Cells on Film Mammography (2013) (2)
- Variable pixel G-neighbor filters (2017) (2)
- CMOS-memristor dendrite threshold circuits (2016) (2)
- The Memristor Circuits and Applications (2015) (2)
- Biometric-Aware Pixel Fused Crossbars (2020) (1)
- Developing high resolution remote sensing technology into an advanced knowledge management system to monitor and assess water resources (2014) (1)
- Image Based HTM Word Recognizer for Language Processing (2018) (1)
- CMOS-Memristive Analog Multiplier Design (2018) (1)
- Ranking importance based information on the world wide web (2012) (1)
- Learning Algorithms and Implementation (2019) (1)
- Memristive system design for variable pixel G-neighbor denoising filter (2017) (1)
- Adaptive digital scan variable pixels (2015) (1)
- Vilokana - Lightweight COVID19 Document Analysis (2020) (1)
- FAPNN: An FPGA based Approximate Probabilistic Neural Network Library (2018) (1)
- Memristive Hierarchical Temporal Memory (2019) (1)
- Experimental Analysis of the Voltage Pulsations at the Receiver’s Side of a Dynamic Wireless Charging System for Electric Vehicles (2018) (1)
- Chaotic Oscillator Using Coupled Memristive Pairs (2019) (1)
- Memristive Deep Convolutional Neural Networks (2019) (1)
- Current controlled neuro-fuzzy membership function generation (2018) (1)
- Laboratory support systems for the sugarcane smut effort. (2007) (1)
- Temporal G-Neighbor Filtering for Analog Domain Noise Reduction in Astronomical Videos (2019) (1)
- Resistive MOSFET brain-inspired threshold logic gates (2014) (1)
- Acoustic Side Channel Attack for Device Identification using Deep Learning Models (2021) (1)
- Deep Learning Theory Simplified (2019) (1)
- Memristive Threshold Logic Networks (2019) (1)
- A Neuron Based Switch: Application to Low Power Mixed Signal Circuits (2010) (1)
- Recognizing isolated words with minimum distance similarity metric padding (2017) (1)
- The mystery of lost energy in ideal capacitors (2009) (1)
- Implementation of Chua's chaotic oscillator with an HP memristor (2018) (1)
- Abundance and detection of feral cats decreases after severe fire on Kangaroo Island, Australia (2023) (1)
- Low Power Near-sensor Coarse to Fine XOR based Memristive Edge Detection (2018) (1)
- Real-Time Analog Pixel-to-Pixel Dynamic Frame Differencing with Memristive Sensing Circuits (2018) (1)
- Dynamic Wireless Charging of Electric Vehicles: Multi-Channel Modeling (2018) (1)
- Guest Editorial: Special Issue on Large-Scale Memristive Systems and Neurochips for Computational Intelligence (2018) (1)
- Automated rating of recorded classroom presentations using speech analysis in kazakh (2017) (1)
- Impact of Integrated Circuit Packaging on Synaptic Dynamics of Memristive Devices (2018) (1)
- Memristor Threshold Logic FFT Circuits (2017) (0)
- CMOS-Memristive Self-Cascode Current Mirror (2018) (0)
- Multi-level Memristive Memory for Neural Networks (2019) (0)
- Oxford circuits and systems conference (2018) (0)
- Behavior of Magnetic Flux Density in Dynamic Wireless Charging of Electric Vehicles (2019) (0)
- CMOS Current Mode Digital Full Adder (2006) (0)
- A Survey Edge Detection for Pattern Recognition (2016) (0)
- Memristor-based Synaptic Sampling Machines [Article] (2018) (0)
- Trust Issues in Modern Embedded Computing (2013) (0)
- Coarse to fine difference edge detection with binary neural firing model (2017) (0)
- Two-to -one multiplexer using pseudoresistive load (2006) (0)
- Memristive LSTM Architectures (2019) (0)
- Nanoscale design of low power supply pseudo resistive cascode current mirror (2005) (0)
- Oxford circuits and systems conference (2018) (0)
- Effects of Memristors on Fully Differential Transimpedance Amplifier Performance (2018) (0)
- Aggregate Metric Networks for Nearest Neighbour Classifiers (2014) (0)
- Logic Family Power Dissipation (μw) (0)
- 1V CMOS Current Mirror Based on Peudo Resistive Feedback (2005) (0)
- Influence of Dietary Inclusion of Sunflower (Helianthus Annus) Oil on Growth Performance and Oxidative Status of Broiler Chicks (2022) (0)
- Introduction to Neuro-Memristive Systems (2019) (0)
- A Theoretical Analysis of the Peaking Phenomenon in Classification (2019) (0)
- Perceptive Speech Filters for Speech Signal Noise Reduction (2012) (0)
- Machine intelligence using hierarchical memory networks (2013) (0)
- The impact of feature selection on text summarisation (2014) (0)
- Multi-Receiver Dynamic Wireless Charging System's Architecture as a Means to Mitigate Voltage Pulsations at the Receiver: A Simulation Study (2019) (0)
- Memristor-Based Synaptic Sampling Machines (2018) (0)
- Memory Based Machine Intelligence Techniques in VLSI hardware (2012) (0)
- Low Resolution Sparse Binary Face Patterns (2016) (0)
- Facial emotion recognising memristive threshold logic system (2015) (0)
- Integrating high resolution remote sensing technology into an advanced water resources knowledge management system (2015) (0)
- Adaptive face space models with dynamic neural priors and sparse coding (2017) (0)
- Development an asset management framework for water resource management in Kazakhstan (2013) (0)
- Long‐Term Biodiversity Benefits from Invasive Mammalian Pest Control in Ecological Restorations (2021) (0)
- Low voltage class AB opamp (2006) (0)
- Bulk driven cascode current mirror (2006) (0)
- 1 volt CMOS differential mode sense amplifier (2006) (0)
- Reconfigurable Threshold Logic Networks in FPGA for Moving Object Detection (2019) (0)
- Memristor-based Approximation of Gaussian Filter (2018) (0)
- A low-voltage track and hold circuit using CMOS current mirror with pseudo-resistive feedback (2006) (0)
- ANFIS based quadrotor drone altitude control implementation on Raspberry Pi platform (2018) (0)
- Diffusion sensitivity enhancement filter for raw DWIs (2018) (0)
- Pixel-level similarity fusion for image classification (2010) (0)
- 1 Bit CMOS current mode digital full adder (2006) (0)
- Interleaved Hybrid Domain Learning for Super-Resolution MRI (2022) (0)
- Extended Neighbourhood Filter for LDR Displays (2019) (0)
- Activity detection with dendrite threshold model (2015) (0)
- Designing low voltage pseudo resistive current mirror under technology scaling (2005) (0)
- AM-DCGAN: Analog Memristive Hardware Accelerator for Deep Convolutional Generative Adversarial Networks (2020) (0)
- Current mode analog multiplier (2006) (0)
- griffith . edu . au Face recognition using local binary decisions (2017) (0)
- Role of Resolution in Noisy Pattern Matching (2010) (0)
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