Surya Ganguli

Citirano

	Sve	Od 2020.
Citati	35153	29544
H-indeks	70	62
i10-indeks	123	116

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Niru MaheswaranathanMeta Reality LabsPotvrđena adresa e-pošte na fb.com
Jascha Sohl-DicksteinAnthropicPotvrđena adresa e-pošte na anthropic.com
Ben PooleResearch Scientist at Google DeepMindPotvrđena adresa e-pošte na stanford.edu
Aran NayebiAssistant Professor of Machine Learning, Carnegie Mellon University (CMU)Potvrđena adresa e-pošte na cs.cmu.edu
Daniel YaminsAssociate Professor of Computer Science and of Psychology, Stanford UniversityPotvrđena adresa e-pošte na stanford.edu
Andrew SaxeProfessor, Gatsby Unit & Sainsbury Wellcome Centre, UCLPotvrđena adresa e-pošte na ucl.ac.uk
Subhaneil LahiriResearch Scientist, Department of Applied Physics, Stanford UniversityPotvrđena adresa e-pošte na stanford.edu
Daniel KuninStanford UniversityPotvrđena adresa e-pošte na stanford.edu
Jonathan KadmonThe Hebrew UniversityPotvrđena adresa e-pošte na mail.huji.ac.il
Stephen BaccusProfessor of Neurobiology, Stanford UniversityPotvrđena adresa e-pošte na stanford.edu
Hidenori TanakaGroup Leader, CBS-NTT Physics of Intelligence Program, Harvard UniversityPotvrđena adresa e-pošte na fas.harvard.edu
James L. McClellandStanford UniversityPotvrđena adresa e-pošte na stanford.edu
Mansheej PaulResearch Scientist, DatabricksPotvrđena adresa e-pošte na databricks.com
Sam OckoStanfordPotvrđena adresa e-pošte na mit.edu
Mark J. SchnitzerProfessor, HHMI Investigator, Stanford UniversityPotvrđena adresa e-pošte na stanford.edu
Yoshua BengioProfessor of computer science, University of Montreal, Mila, IVADO, CIFARPotvrđena adresa e-pošte na umontreal.ca
Ben SorscherStanford UniversityPotvrđena adresa e-pošte na stanford.edu
Alex H WilliamsNew York University & Flatiron InstitutePotvrđena adresa e-pošte na nyu.edu
Gintare Karolina DziugaiteGoogle DeepMindPotvrđena adresa e-pošte na google.com
Haim SompolinskyProfessor of Molecular and Cellular Biology and of Physics, Harvard UniversityPotvrđena adresa e-pošte na mcb.harvard.edu

Prati

Surya Ganguli

Associate Professor, Stanford University

Potvrđena adresa e-pošte na stanford.edu - Početna stranica

Neuroscience Physics Machine Learning


Naslov Poredaj po navodima Poredaj po godini Poredaj po naslovu	Citirano Citirano	Godina
Deep unsupervised learning using nonequilibrium thermodynamics J Sohl-Dickstein, E Weiss, N Maheswaranathan, S Ganguli International conference on machine learning, 2256-2265, 2015	7193	2015
Continual learning through synaptic intelligence F Zenke, B Poole, S Ganguli International conference on machine learning, 3987-3995, 2017	3127	2017
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	2306	2013
Identifying and attacking the saddle point problem in high-dimensional non-convex optimization YN Dauphin, R Pascanu, C Gulcehre, K Cho, S Ganguli, Y Bengio Advances in neural information processing systems 27, 2014	1908	2014
Deep knowledge tracing C Piech, J Bassen, J Huang, S Ganguli, M Sahami, LJ Guibas, ... Advances in neural information processing systems 28, 2015	1709	2015
Holistic evaluation of language models P Liang, R Bommasani, T Lee, D Tsipras, D Soylu, M Yasunaga, Y Zhang, ... arXiv preprint arXiv:2211.09110, 2022	1225	2022
On the expressive power of deep neural networks M Raghu, B Poole, J Kleinberg, S Ganguli, J Sohl-Dickstein international conference on machine learning, 2847-2854, 2017	1016	2017
A deep learning framework for neuroscience BA Richards, TP Lillicrap, P Beaudoin, Y Bengio, R Bogacz, ... Nature neuroscience 22 (11), 1761-1770, 2019	1000	2019
Pruning neural networks without any data by iteratively conserving synaptic flow H Tanaka, D Kunin, DL Yamins, S Ganguli Advances in neural information processing systems 33, 6377-6389, 2020	758	2020
Superspike: Supervised learning in multilayer spiking neural networks F Zenke, S Ganguli Neural computation 30 (6), 1514-1541, 2018	711	2018
Exponential expressivity in deep neural networks through transient chaos B Poole, S Lahiri, M Raghu, J Sohl-Dickstein, S Ganguli Advances in neural information processing systems, 3360-3368, 2016	695	2016
Cortical layer–specific critical dynamics triggering perception JH Marshel, YS Kim, TA Machado, S Quirin, B Benson, J Kadmon, C Raja, ... Science 365 (6453), eaaw5202, 2019	615	2019
Deep learning on a data diet: Finding important examples early in training M Paul, S Ganguli, GK Dziugaite Advances in neural information processing systems 34, 20596-20607, 2021	465	2021
Deep information propagation SS Schoenholz, J Gilmer, S Ganguli, J Sohl-Dickstein arXiv preprint arXiv:1611.01232, 2016	446	2016
Beyond neural scaling laws: beating power law scaling via data pruning B Sorscher, R Geirhos, S Shekhar, S Ganguli, A Morcos Advances in Neural Information Processing Systems 35, 19523-19536, 2022	415	2022
On simplicity and complexity in the brave new world of large-scale neuroscience P Gao, S Ganguli Current opinion in neurobiology 32, 148-155, 2015	403	2015
Memory traces in dynamical systems S Ganguli, D Huh, H Sompolinsky Proceedings of the national academy of sciences 105 (48), 18970-18975, 2008	389	2008
Understanding self-supervised learning dynamics without contrastive pairs Y Tian, X Chen, S Ganguli International Conference on Machine Learning, 10268-10278, 2021	338	2021
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	337	2019
Resurrecting the sigmoid in deep learning through dynamical isometry: theory and practice J Pennington, S Schoenholz, S Ganguli Advances in neural information processing systems 30, 2017	325	2017

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