Sara A. Solla

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Lee E. MillerProfessor of Neuroscience, Physical Medicine and Rehabilitation, Biomedical EngineeringVerified email at northwestern.edu
Yann LeCunChief AI Scientist at Facebook & Silver Professor at the Courant Institute, New York UniversityVerified email at cs.nyu.edu
Juan Alvaro GallegoLecturer and Group Leader, Department of Bioengineering, Imperial College LondonVerified email at imperial.ac.uk
Eric J PerreaultNorthwestern UniversityVerified email at northwestern.edu
Michael KearnsProfessor of Computer Science, University of PennsylvaniaVerified email at cis.upenn.edu
Richard E. HowardRutgers UniversityVerified email at winlab.rutgers.edu
Michael I. JordanProfessor of Electrical Engineering and Computer Sciences and Professor of Statistics, UC BerkeleyVerified email at cs.berkeley.edu
Matthew G. PerichAssistant Professor, Université de Montréal and MilaVerified email at umontreal.ca
David SaadAston UniversityVerified email at aston.ac.uk
Hermann RieckeNorthwestern UniversityVerified email at northwestern.edu
Bernhard BoserUC BerkeleyVerified email at eecs.berkeley.edu
Donald L. TurcotteProfessor of GeologyVerified email at ucdavis.edu
robert smalleyResearch Professor, Center for Earthquake Research and Information, University of MemphisVerified email at memphis.edu
Ferdinando Mussa-IvaldiProfessor of Physiology and Biomedical Engineering, Northwestern UniversityVerified email at northwestern.edu
Alex RoxinCentre de Recerca MatemàticaVerified email at crm.cat
B GutkinEcole Normale SuperieureVerified email at ens.fr
Christian EthierAssistant Professor, Université LavalVerified email at ulaval.ca
vapnikProfessor of Columbia, Fellow of NEC Labs America, Verified email at nec-labs.com
ido kanterProfessor of Physics, Department of Physics, Bar Ilan UniversityVerified email at biu.ac.il
Raeed H. ChowdhuryPostdoctoral Scholar, Bioengineering, University of PittsburghVerified email at pitt.edu

Sara A. Solla

Professor, Northwestern University

Verified email at northwestern.edu

theoretical and computational neuroscience neural information processing


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Optimal brain damage Y LeCun, J Denker, S Solla Advances in neural information processing systems 2, 1989	5088	1989
Large automatic learning, rule extraction, and generalization J Denker, D Schwartz, B Wittner, S Solla, R Howard, L Jackel, J Hopfield Complex systems 1 (5), 877-922, 1987	524	1987
Neural manifolds for the control of movement JA Gallego, MG Perich, LE Miller, SA Solla Neuron 94 (5), 978-984, 2017	344	2017
A statistical approach to learning and generalization in layered neural networks E Levin, N Tishby, SA Solla Proceedings of the IEEE 78 (10), 1568-1574, 1990	344	1990
A statistical approach to learning and generalization in layered neural networks E Levin, N Tishby, SA Solla Proceedings of the IEEE 78 (10), 1568-1574, 1990	344	1990
Advances in Neural Information Processing Systems 10: Proceedings of the 1997 Conference MI Jordan, MJ Kearns, SA Solla Mit Press, 1998	339	1998
Top-down laminar organization of the excitatory network in motor cortex N Weiler, L Wood, J Yu, SA Solla, GMG Shepherd Nature neuroscience 11 (3), 360-366, 2008	322	2008
Self-sustained activity in a small-world network of excitable neurons A Roxin, H Riecke, SA Solla Physical review letters 92 (19), 198101, 2004	316	2004
On-line learning in soft committee machines D Saad, SA Solla Physical Review E 52 (4), 4225, 1995	264	1995
A renormalization group approach to the stick‐slip behavior of faults RF Smalley Jr, DL Turcotte, SA Solla Journal of Geophysical Research: Solid Earth 90 (B2), 1894-1900, 1985	237	1985
Consistent inference of probabilities in layered networks: Predictions and generalization N Tishby, E Levin, SA Solla International Joint Conference on Neural Networks 2, 403-409, 1989	235	1989
Dopamine modulation in the basal ganglia locks the gate to working memory AJ Gruber, P Dayan, BS Gutkin, SA Solla Journal of computational neuroscience 20, 153-166, 2006	211	2006
Eigenvalues of covariance matrices: Application to neural-network learning Y Le Cun, I Kanter, SA Solla Physical Review Letters 66 (18), 2396, 1991	201	1991
Exact solution for on-line learning in multilayer neural networks D Saad, SA Solla Physical Review Letters 74 (21), 4337, 1995	195	1995
Cortical population activity within a preserved neural manifold underlies multiple motor behaviors JA Gallego, MG Perich, SN Naufel, C Ethier, SA Solla, LE Miller Nature communications 9 (1), 4233, 2018	187	2018
Long-term stability of cortical population dynamics underlying consistent behavior JA Gallego, MG Perich, RH Chowdhury, SA Solla, LE Miller Nature neuroscience 23 (2), 260-270, 2020	179	2020
Learning curves: Asymptotic values and rate of convergence C Cortes, LD Jackel, S Solla, V Vapnik, J Denker Advances in neural information processing systems 6, 1993	179	1993
Structural risk minimization for character recognition I Guyon, V Vapnik, B Boser, L Bottou, SA Solla Advances in neural information processing systems 4, 1991	176	1991
Toward the restoration of hand use to a paralyzed monkey: brain-controlled functional electrical stimulation of forearm muscles EA Pohlmeyer, ER Oby, EJ Perreault, SA Solla, KL Kilgore, RF Kirsch, ... PloS one 4 (6), e5924, 2009	162	2009
Second order properties of error surfaces: Learning time and generalization Y LeCun, I Kanter, S Solla Advances in neural information processing systems 3, 1990	150	1990

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