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 GallegoSenior Lecturer and Group Leader, Department of Bioengineering, Imperial College LondonVerified email at imperial.ac.uk
Matthew G. PerichAssistant Professor, Université de Montréal and MilaVerified email at umontreal.ca
Eric J PerreaultNorthwestern UniversityVerified email at northwestern.edu
Michael KearnsProfessor of Computer Science, University of PennsylvaniaVerified email at cis.upenn.edu
Michael I. JordanProfessor of Electrical Engineering and Computer Sciences and Professor of Statistics, UC BerkeleyVerified email at cs.berkeley.edu
Richard E. HowardRutgers UniversityVerified email at winlab.rutgers.edu
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
Christian EthierAssistant Professor, Université LavalVerified email at ulaval.ca
Raeed H. ChowdhuryResearcher, Bioengineering, University of PittsburghVerified email at pitt.edu
Ferdinando Mussa-IvaldiProfessor of Physiology and Biomedical Engineering, Northwestern UniversityVerified email at northwestern.edu
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
Alex RoxinCentre de Recerca MatemàticaVerified email at crm.cat
Boris GutkinEcole Normale SuperieureVerified email at ens.fr

Sara A. Solla

Professor, Northwestern University

Verified email at northwestern.edu

theoretical and computational neuroscience neural information processing


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Optimal brain damage Y LeCun, J Denker, S Solla Advances in neural information processing systems 2, 1989	6095	1989
Neural manifolds for the control of movement JA Gallego, MG Perich, LE Miller, SA Solla Neuron 94 (5), 978-984, 2017	562	2017
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	555	1987
Advances in neural information processing systems 10: proceedings of the 1997 conference MI Jordan, MJ Kearns, SA Solla Mit Press, 1998	378	1998
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	362	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	362	1990
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	360	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	327	2004
On-line learning in soft committee machines D Saad, SA Solla Physical Review E 52 (4), 4225, 1995	311	1995
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	285	2020
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	277	2018
Consistent inference of probabilities in layered networks: predictions and generalizations Tishby, Solla International 1989 joint conference on neural networks, 403-409 vol. 2, 1989	266	1989
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	254	1985
Eigenvalues of covariance matrices: Application to neural-network learning Y Le Cun, I Kanter, SA Solla Physical Review Letters 66 (18), 2396, 1991	232	1991
Exact solution for on-line learning in multilayer neural networks D Saad, SA Solla Physical Review Letters 74 (21), 4337, 1995	225	1995
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	223	1993
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	222	2006
Structural risk minimization for character recognition I Guyon, V Vapnik, B Boser, L Bottou, SA Solla Advances in neural information processing systems 4, 1991	194	1991
Second order properties of error surfaces: Learning time and generalization Y LeCun, I Kanter, S Solla Advances in neural information processing systems 3, 1990	175	1990
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	169	2009

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