Sara Solla
#37,312
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Sara Solla's AcademicInfluence.com Rankings
Sara Sollaphysics Degrees
Physics
#6178
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#8087
Historical Rank
Biophysics
#382
World Rank
#394
Historical Rank
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Physics
Sara Solla's Degrees
- PhD Physics University of California, Berkeley
- Masters Physics University of California, Berkeley
- Bachelors Physics University of California, Berkeley
Why Is Sara Solla Influential?
(Suggest an Edit or Addition)According to Wikipedia, Sara A. Solla is an Argentine-American physicist and neuroscientist whose research applies ideas from statistical mechanics to problems involving neural networks, machine learning, and neuroscience. She is a professor of physics and of physiology at Northwestern University.
Sara Solla'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
- Optimal Brain Damage (1989) (3910)
- Large Automatic Learning, Rule Extraction, and Generalization (1987) (324)
- Top-down laminar organization of the excitatory network in motor cortex (2008) (295)
- A statistical approach to learning and generalization in layered neural networks (1989) (289)
- Neural Manifolds for the Control of Movement (2017) (283)
- Self-sustained activity in a small-world network of excitable neurons. (2003) (265)
- Accelerated Learning in Layered Neural Networks (1988) (252)
- Dopamine modulation in the basal ganglia locks the gate to working memory (2006) (186)
- Consistent inference of probabilities in layered networks: predictions and generalizations (1989) (181)
- Series foreword (2003) (180)
- A renormalization group approach to the stick-slip behavior of faults (1985) (162)
- Long-term stability of cortical population dynamics underlying consistent behavior (2019) (151)
- Cortical population activity within a preserved neural manifold underlies multiple motor behaviors (2018) (143)
- Toward the Restoration of Hand Use to a Paralyzed Monkey: Brain-Controlled Functional Electrical Stimulation of Forearm Muscles (2009) (140)
- Learning Curves: Asymptotic Values and Rate of Convergence (1993) (139)
- Structural Risk Minimization for Character Recognition (1991) (127)
- Prediction of upper limb muscle activity from motor cortical discharge during reaching (2007) (117)
- Modulation of striatal single units by expected reward: a spiny neuron model displaying dopamine-induced bistability. (2003) (111)
- Second Order Properties of Error Surfaces: Learning Time and Generalization (1990) (96)
- Neural primitives for motion control (2004) (95)
- Rewiring Neural Interactions by Micro-Stimulation (2010) (92)
- Exhaustive Learning (1990) (80)
- Consistent and Minimal Springback Using a Stepped Binder Force Trajectory and Neural Network Control (2000) (77)
- Multi-Locus Nonparametric Linkage Analysis of Complex Trait Loci with Neural Networks (1998) (74)
- Biomimetic Brain Machine Interfaces for the Control of Movement (2007) (74)
- Identification of Multiple-Input Systems with Highly Coupled Inputs: Application to EMG Prediction from Multiple Intracortical Electrodes (2006) (73)
- Long-Term Stability of Motor Cortical Activity: Implications for Brain Machine Interfaces and Optimal Feedback Control (2016) (64)
- Multiple attractors, long chaotic transients, and failure in small-world networks of excitable neurons. (2007) (64)
- Regression with input-dependent noise: A Gaussian process treatment (1998) (57)
- Adversarial Domain Adaptation for Stable Brain-Machine Interfaces (2018) (49)
- Decoupling kinematics and mechanics reveals coding properties of trigeminal ganglion neurons in the rat vibrissal system (2016) (43)
- Evolutionary expansion and specialization of the PDZ domains. (2010) (43)
- Multi-electrode stimulation in somatosensory cortex increases probability of detection (2013) (41)
- Dynamics of On-Line Gradient Descent Learning for Multilayer Neural Networks (1995) (37)
- Configuration Space Analysis for Optimization Problems (1986) (36)
- Collapse of loaded fractal trees (1985) (35)
- Vortex excitations and specific heat of the planar model in two dimensions (1981) (32)
- Whisking mechanics and active sensing (2016) (28)
- Irreversible spin glasses and neural networks (1987) (27)
- Optimal perceptron learning: as online Bayesian approach (1999) (27)
- Capacity control in linear classifiers for pattern recognition (1992) (26)
- Unexpected complexity of everyday manual behaviors (2019) (24)
- Monte Carlo studies of a Laplacian roughening model for two-dimensional melting (1983) (22)
- Toward Next-Generation Artificial Intelligence: Catalyzing the NeuroAI Revolution (2022) (22)
- Advances in neural information processing systems : proceedings of the ... conference (1989) (22)
- Supervised Learning from Clustered Input Examples (1995) (16)
- Learning with Noise and Regularizers in Multilayer Neural Networks (1996) (16)
- Building a hierarchy with neural networks: an example-image vector quantization. (1987) (15)
- Memory networks with asymmetric bonds (1987) (15)
- The dynamics of motor learning through the formation of internal models (2019) (15)
- Toward a biomimetic, bidirectional, brain machine interface (2009) (14)
- Optical Character Recognition and Neural-Net Chips (1990) (13)
- Hardware requirements for neural-net optical character recognition (1990) (12)
- Estimating the dimensionality of the manifold underlying multi-electrode neural recordings (2020) (12)
- Amplification in the auditory periphery: the effect of coupling tuning mechanisms. (2007) (12)
- Adaptive neuron-to-EMG decoder training for FES neuroprostheses (2016) (11)
- Multiple tasks viewed from the neural manifold: Stable control of varied behavior (2017) (10)
- Second Order Properties of Error Surfaces (1990) (9)
- Neural Network Implementation of Admission Control (1990) (9)
- Long-term stability of cortical population dynamics underlying consistent behavior (2020) (9)
- Constrained neural networks for pattern recognition (1991) (8)
- Universal Distribution of Saliencies for Pruning in Layered Neural Networks (1997) (7)
- Neural Networks for Modeling Neural Spiking in S1 Cortex (2019) (7)
- Catalyzing next-generation Artificial Intelligence through NeuroAI (2023) (6)
- How Do Neurons Look at the World? (2006) (6)
- Optimal online learning: a Bayesian approach (1999) (5)
- ADV NEUR IN (1999) (5)
- Dopamine Induced Bistability Enhances Signal Processing in Spiny Neurons (2002) (5)
- Optimal Input Selection for MISO Systems Identification: Applications to BMIs (2005) (5)
- Off-line learning from clustered input examples (1996) (5)
- Crack Propagation and Onset of Failure (1986) (4)
- Learning contiguity with layered neural networks (1988) (4)
- Proceedings of the 12th International Conference on Neural Information Processing Systems (1999) (4)
- Macroscopic dynamics of neural networks with heterogeneous spiking thresholds. (2022) (3)
- Prediction of EMG from multiple electrode recordings in primary motor cortex (2003) (3)
- A stable, long-term cortical signature underlying consistent behavior (2018) (3)
- The Cambridge Handbook of Computational Psychology: Models of Motor Control (2008) (3)
- A stable, long - term cortical signature underlying consistent behavior (2018) (3)
- Dynamics of supervised learning with restricted training sets and noisy teachers (2000) (2)
- Advances in Neural Information Processing Systems 12, [NIPS Conference, Denver, Colorado, USA, November 29 - December 4, 1999] (2000) (2)
- Bayesian online learning in the perceptron (1997) (2)
- Use of a Neural Circuit Probe to Validate in silico Predictions of Inhibitory Connections (2017) (2)
- A renormalization group model for the stick-slip behavior of faults (1983) (2)
- Helicity moduli of three-dimensional dilute XY models (1984) (2)
- Proceedings of the 11th International Conference on Neural Information Processing Systems (1998) (2)
- Dopamine Modulation in a Basal Ganglio-cortical Network Implements Saliency-based Gating of Working Memory (2003) (2)
- On-line learning in multilayer neural networks (1997) (1)
- Continuous, multidimensional coding of 3D complex tactile stimuli by primary sensory neurons of the vibrissal system (2019) (1)
- Effects of Neural Heterogeneity on Spiking Neural Network Dynamics (2022) (1)
- A novel approach to the empirical characterization of learning in biological systems (2021) (1)
- On{line Learning from Clustered Input Examples On{line Learning from Clustered Input Examples (1995) (1)
- Author response: Decoupling kinematics and mechanics reveals coding properties of trigeminal ganglion neurons in the rat vibrissal system (2016) (1)
- Proc. 7th Italian Workshop on Neural Networks WIRN 1995 (1996) (1)
- Learning in a noisy environment: a Lyapunov equation approach (2016) (0)
- In vitro validation of in silico identified inhibitory interactions (2019) (0)
- Cortical population activity within a preserved neural manifold underlies multiple motor behaviors (2018) (0)
- OFF { LINE LEARNING FROM CLUSTERED INPUT EXAMPLESCARMELA (1995) (0)
- Statistical characterization of tactile scenes in three-dimensional environments reveals filter properties of somatosensory cortical neurons (2022) (0)
- Proceedings of the 10th International Conference on Neural Information Processing Systems (1997) (0)
- Monkey-to-human transfer of brain-computer interface decoders (2022) (0)
- parameters such as cr and A, that is Pr(lw , or) = Pr(). Posterior probabilities of network weights are as follows. For regression with Gaussian error and unknown a, (2007) (0)
- Abstracts from the CECAM workshop on computer simulations of cellular automata (1989) (0)
- Recursive Single-Layer Nets for Output Error Dynamic Models (1995) (0)
- Processing-Input Weighting (2022) (0)
- Baltzer JournalsOn-Line Learning in Multilayer Neural (2008) (0)
- Advances in neural information processing systems: Proceedings of the first 12 conferences (CDROM) (2001) (0)
- Some Notes on Schapire's Boosting Algorithm (2007) (0)
- [19] H. Muhlenbein, M. Georges-Schleuter, and O. Kramer, \Evolution Algorithms in Combinatorial Optimization," Parallel Computing 7 (1988), pp. 65{85. (1998) (0)
- Linear and nonlinear manifolds for neural dynamics (2017) (0)
- Advances in Neural Information Processing Systems 1, [NIPS Conference, Denver, Colorado, USA, 1988] (1989) (0)
- HARDWARE FOR NEURAL-NET OPTICAL CHARACTER RECOGNITION (1990) (0)
- Trends in Biological Physics: Neuroscience (2015) (0)
- A V 1 model of pop out and asymmetry invisual (2009) (0)
- Dopamine Modulation in a Basal Ganglio-Cortical Network of Working Memory (2003) (0)
- Critical and Thermodynamic Properties of the Bond - Planar Model in Two Dimensions. (1982) (0)
- Patterns of Neural Activity in Networks with Complex Connectivity (2008) (0)
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What Schools Are Affiliated With Sara Solla?
Sara Solla is affiliated with the following schools:
