Andrew Saxe

Citado por

	Total	Desde 2017
Citas	5104	4230
Índice h	20	18
Índice i10	26	23

1200

600

300

900

201020112012201320142015201620172018201920202021202225 35 66 112 128 178 288 342 508 665 899 1125 662

Acceso público

Ver todo

25 artículos

0 artículos

disponibles

no disponibles

Basado en requisitos de financiación

Coautores

Surya GanguliAssociate Professor, Stanford UniversityDirección de correo verificada de stanford.edu
Madhu AdvaniHarvard UniversityDirección de correo verificada de fas.harvard.edu
Andrew NgStanford UniversityDirección de correo verificada de cs.stanford.edu
David CoxIBM Director, MIT-IBM Watson AI Lab, IBM ResearchDirección de correo verificada de ibm.com
Ian GoodfellowDeepMindDirección de correo verificada de deepmind.com
Yamini BansalGoogleDirección de correo verificada de google.com
Jonathan D. CohenProfessor of Psychology, Co-Director of Princeton Neuroscience Institute, Princeton UniversityDirección de correo verificada de princeton.edu
Honglak LeeLG AI Research / U. MichiganDirección de correo verificada de umich.edu
Quoc V. LeResearch Scientist, Google BrainDirección de correo verificada de stanford.edu
Pang Wei KohStanford UniversityDirección de correo verificada de cs.stanford.edu
Zhenghao ChenCalico Life SciencesDirección de correo verificada de cs.stanford.edu
Benjamin RosmanProfessor at the University of the Witwatersrand, South AfricaDirección de correo verificada de wits.ac.za
Oriol VinyalsResearch Scientist at Google DeepMindDirección de correo verificada de google.com
Ritvik MudurDirección de correo verificada de google.com
Artemy KolchinskyUniversity of TokyoDirección de correo verificada de ubi.s.u-tokyo.ac.jp
Brendan TraceyDeepMindDirección de correo verificada de google.com
Joel DapelloApplied Math PhD candidate, Harvard UniversityDirección de correo verificada de g.harvard.edu
Adam EarleUniversity of the WitwatersrandDirección de correo verificada de students.wits.ac.za
Fuat BalcıUniversity of ManitobaDirección de correo verificada de umanitoba.ca
Patrick SimenAssociate Professor of Neuroscience, Oberlin CollegeDirección de correo verificada de oberlin.edu

Seguir

Andrew Saxe

Gatsby Unit & Sainsbury Wellcome Centre, UCL

Dirección de correo verificada de ucl.ac.uk - Página principal

Theoretical Neuroscience Machine Learning Psychology


Título Ordenar por citas Ordenar por año Ordenar por título	Citado por Citado por	Año
Exact solutions to the nonlinear dynamics of learning in deep linear neural networks AM Saxe, JL McClelland, S Ganguli arXiv preprint arXiv:1312.6120, 2013	1468	2013
Measuring invariances in deep networks I Goodfellow, H Lee, Q Le, A Saxe, A Ng Advances in neural information processing systems 22, 2009	503	2009
On random weights and unsupervised feature learning AM Saxe, PW Koh, Z Chen, M Bhand, B Suresh, AY Ng Icml, 2011	471	2011
A deep learning framework for neuroscience BA Richards, TP Lillicrap, P Beaudoin, Y Bengio, R Bogacz, ... Nature neuroscience 22 (11), 1761-1770, 2019	461	2019
Qualitatively characterizing neural network optimization problems IJ Goodfellow, O Vinyals, AM Saxe arXiv preprint arXiv:1412.6544, 2014	421	2014
On the information bottleneck theory of deep learning AM Saxe, Y Bansal, J Dapello, M Advani, A Kolchinsky, BD Tracey, ... Journal of Statistical Mechanics: Theory and Experiment 2019 (12), 124020, 2019	360	2019
High-dimensional dynamics of generalization error in neural networks MS Advani, AM Saxe, H Sompolinsky Neural Networks 132, 428-446, 2020	304	2020
Acquisition of decision making criteria: reward rate ultimately beats accuracy F Balci, P Simen, R Niyogi, A Saxe, JA Hughes, P Holmes, JD Cohen Attention, Perception, & Psychophysics 73 (2), 640-657, 2011	171	2011
A mathematical theory of semantic development in deep neural networks AM Saxe, JL McClelland, S Ganguli Proceedings of the National Academy of Sciences 116 (23), 11537-11546, 2019	134	2019
If deep learning is the answer, what is the question? A Saxe, S Nelli, C Summerfield Nature Reviews Neuroscience 22 (1), 55-67, 2021	114	2021
Deterministic matrices matching the compressed sensing phase transitions of Gaussian random matrices H Monajemi, S Jafarpour, M Gavish, Stat 330/CME 362 Collaboration, ... Proceedings of the National Academy of Sciences 110 (4), 1181-1186, 2013	108	2013
Dynamics of stochastic gradient descent for two-layer neural networks in the teacher-student setup S Goldt, M Advani, AM Saxe, F Krzakala, L Zdeborová Advances in neural information processing systems 32, 2019	72	2019
Learning hierarchical category structure in deep neural networks AM Saxe, JL McClelland, S Ganguli Proceedings of the 35th annual meeting of the Cognitive Science Society …, 0	67*
Multitasking capability versus learning efficiency in neural network architectures S Musslick, A Saxe, K Özcimder, B Dey, G Henselman, JD Cohen Cognitive Science Society, 2017	65	2017
Unsupervised learning models of primary cortical receptive fields and receptive field plasticity A Saxe, M Bhand, R Mudur, B Suresh, AY Ng Shawe-Taylor, J.; Zemel, R.; Bartlett, P, 2011	58	2011
Energy–entropy competition and the effectiveness of stochastic gradient descent in machine learning Y Zhang, AM Saxe, MS Advani, AA Lee Molecular Physics 116 (21-22), 3214-3223, 2018	50	2018
Active long term memory networks T Furlanello, J Zhao, AM Saxe, L Itti, BS Tjan arXiv preprint arXiv:1606.02355, 2016	41	2016
Modeling cortical representational plasticity with unsupervised feature learning A Saxe, M Bhand, R Mudur, B Suresh, A Ng Poster presented at COSYNE, 24-27, 2011	33	2011
Hierarchy through composition with multitask LMDPs AM Saxe, AC Earle, B Rosman International Conference on Machine Learning, 3017-3026, 2017	26	2017
Orthogonal representations for robust context-dependent task performance in brains and neural networks T Flesch, K Juechems, T Dumbalska, A Saxe, C Summerfield Neuron 110 (7), 1258-1270. e11, 2022	21*	2022

El sistema no puede realizar la operación en estos momentos. Inténtalo de nuevo más tarde.

Artículos 1–20

Citas por año

Citas duplicadas

Citas combinadas

Añadir coautoresCoautores

Seguir

Citado por

Coautores