# Surya Ganguli

## 发表

Surya Ganguli,
Jonathan Kadmon,
Jonathan Timcheck,
2020,
NeurIPS.

Surya Ganguli,
Aran Nayebi,
Stephen A. Baccus,
2019,
NeurIPS 2019.

Surya Ganguli,
Malcolm G. Campbell,
Alexander Attinger,
2020
.

Surya Ganguli,
Aran Nayebi,
Jonas Kubilius,
2018
.

Surya Ganguli,
Niru Maheswaranathan,
David Sussillo,
2019,
NeurIPS.

Surya Ganguli,
Stephen I. Ryu,
Krishna V. Shenoy,
2017
.

Surya Ganguli,
Peiran Gao,
Subhaneil Lahiri,
2016,
ArXiv.

Surya Ganguli,
Jonathan Kadmon,
2018,
NeurIPS.

Surya Ganguli,
Jascha Sohl-Dickstein,
Ben Poole,
2016,
NIPS.

Surya Ganguli,
Niru Maheswaranathan,
David B Kastner,
2018,
PLoS Comput. Biol..

Surya Ganguli,
Aran Nayebi,
Sanjana Srivastava,
2020,
NeurIPS.

Surya Ganguli,
Daniel Kunin,
Javier Sagastuy-Brena,
2020,
ArXiv.

Surya Ganguli,
Christopher D. Manning,
John Hewitt,
2020,
EMNLP.

Surya Ganguli,
Madhu Advani,
2016,
NIPS.

Surya Ganguli,
Samuel S. Schoenholz,
Jeffrey Pennington,
2017,
NIPS.

Surya Ganguli,
Ben Poole,
Friedemann Zenke,
2017,
ICLR.

Leonidas J. Guibas,
Surya Ganguli,
Jascha Sohl-Dickstein,
2015,
NIPS.

Surya Ganguli,
Niru Maheswaranathan,
Benjamin Naecker,
2017,
J. Open Source Softw..

Surya Ganguli,
Kristofer E. Bouchard,
Michael S. Brainard,
2015,
Front. Comput. Neurosci..

Surya Ganguli,
Samuel A Ocko,
Kiah Hardcastle,
2018,
Proceedings of the National Academy of Sciences.

Surya Ganguli,
Yoshua Bengio,
Claudia Clopath,
2019,
Nature Neuroscience.

Surya Ganguli,
Niru Maheswaranathan,
David Sussillo,
2019
.

Surya Ganguli,
Subhaneil Lahiri,
2013,
NIPS.

Surya Ganguli,
Samuel A. Ocko,
Jack Lindsey,
2019,
ICLR.

Surya Ganguli,
Jascha Sohl-Dickstein,
Ben Poole,
2013,
ICML.

Surya Ganguli,
Daniel Kunin,
Daniel L. K. Yamins,
2020,
NeurIPS.

Surya Ganguli,
Kiah Hardcastle,
Samuel Ocko,
2018
.

Surya Ganguli,
Andrew K. Lampinen,
2019,
ICLR.

From deep learning to mechanistic understanding in neuroscience: the structure of retinal prediction

Surya Ganguli,
Aran Nayebi,
Hidenori Tanaka,
2019,
NeurIPS.

Surya Ganguli,
Byron M. Yu,
Gopal Santhanam,
2017
.

Fast Convolutive Nonnegative Matrix Factorization Through Coordinate and Block Coordinate Updates
pdf

Surya Ganguli,
Anthony Degleris,
Ben Antin,
2019,
ArXiv.

Surya Ganguli,
Aran Nayebi,
Niru Maheswaranathan,
2017,
NIPS.

Surya Ganguli,
Ben Poole,
Jascha Sohl-Dickstein,
2013,
ArXiv.

Surya Ganguli,
Niru Maheswaranathan,
Stephen I. Ryu,
2019
.

Surya Ganguli,
Madhu Advani,
2016
.

Surya Ganguli,
Jon M. Kleinberg,
Ben Poole,
2016,
ICML.

Surya Ganguli,
Aran Nayebi,
Niru Maheswaranathan,
2018
.

Surya Ganguli,
Niru Maheswaranathan,
Stephen A. Baccus,
2017
.

Surya Ganguli,
Aran Nayebi,
2017,
ArXiv.

Surya Ganguli,
S. Ganguli,
2016
.

Surya Ganguli,
Jascha Sohl-Dickstein,
Eric A. Weiss,
2015,
ICML.

Surya Ganguli,
Aran Nayebi,
Hidenori Tanaka,
2019
.

Surya Ganguli,
Ben Poole,
Friedemann Zenke,
2017,
ICML.

Surya Ganguli,
Razvan Pascanu,
Yoshua Bengio,
2014,
NIPS.

Surya Ganguli,
Jon M. Kleinberg,
Jascha Sohl-Dickstein,
2016,
ArXiv.

Surya Ganguli,
James L. McClelland,
Andrew M. Saxe,
2018,
Proceedings of the National Academy of Sciences.

Surya Ganguli,
Alex H. Williams,
Tony Hyun Kim,
2018,
Neuron.

Surya Ganguli,
Stephen I. Ryu,
Krishna V. Shenoy,
2013,
2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Deep learning versus kernel learning: an empirical study of loss landscape geometry and the time evolution of the Neural Tangent Kernel
pdf

Surya Ganguli,
Gintare Karolina Dziugaite,
Daniel M. Roy,
2020,
NeurIPS.

Surya Ganguli,
Jascha Sohl-Dickstein,
Samuel S. Schoenholz,
2020
.

Surya Ganguli,
Chao Tang,
Kai-Yeung Lau,
2007,
Physical review. E, Statistical, nonlinear, and soft matter physics.

An Evolving-Dynamic Network Activity Approach to Epileptic Seizure Prediction using Machine Learning

Surya Ganguli,
John Huguenard,
Christine Joy Liu,
2020
.

Surya Ganguli,
Samuel A. Ocko,
Ben Sorscher,
2019,
NeurIPS.

Surya Ganguli,
Haim Sompolinsky,
2010,
NIPS.

Tamara G. Kolda,
Surya Ganguli,
Stephen I. Ryu,
2017,
bioRxiv.

Surya Ganguli,
Yoshua Bengio,
Anirudh Goyal,
2017,
NIPS.

Surya Ganguli,
Jascha Sohl-Dickstein,
Samuel S. Schoenholz,
2016,
ICLR.

Surya Ganguli,
Ben Poole,
Friedemann Zenke,
2017,
ArXiv.

Surya Ganguli,
Jascha Sohl-Dickstein,
Subhaneil Lahiri,
2016,
ArXiv.

Surya Ganguli,
Madhu Advani,
S. Ganguli,
2016
.

Surya Ganguli,
Lisa M. Giocomo,
Kiah Hardcastle,
2015,
Neuron.

Surya Ganguli,
Razvan Pascanu,
Yoshua Bengio,
2014,
ArXiv.

Surya Ganguli,
Peiran Gao,
2015,
Current Opinion in Neurobiology.

Surya Ganguli,
James L. McClelland,
Andrew M. Saxe,
2014,
ICLR.

Surya Ganguli,
Niru Maheswaranathan,
Ben Poole,
2020,
Neuron.

Surya Ganguli,
Niru Maheswaranathan,
Lisa M. Giocomo,
2017,
Neuron.

Surya Ganguli,
Friedemann Zenke,
2018,
Neural Computation.

Kenneth D. Harris,
Surya Ganguli,
Peter E. Latham,
2017,
Neuron.

Surya Ganguli,
Haim Sompolinsky,
Dongsung Huh,
2008,
Proceedings of the National Academy of Sciences.

Surya Ganguli,
Niru Maheswaranathan,
David Sussillo,
2019,
NeurIPS.

Surya Ganguli,
Samuel A Ocko,
Lisa M Giocomo,
2018,
Nature Neuroscience.

Surya Ganguli,
Daniel Kunin,
Javier Sagastuy-Brena,
2020,
ICML 2020.

Surya Ganguli,
Haim Sompolinsky,
H. Sompolinsky,
2010,
Physical review letters.

Surya Ganguli,
James L. McClelland,
Andrew M. Saxe,
2013,
CogSci.

Surya Ganguli,
Ben Poole,
Jascha Sohl-Dickstein,
2014,
ArXiv.

Surya Ganguli,
Samuel S. Schoenholz,
Jeffrey Pennington,
2018,
AISTATS.

Surya Ganguli,
Stanislav Fort,
2019,
ArXiv.

Surya Ganguli,
Samuel A. Ocko,
Jack Lindsey,
2018,
NeurIPS.

Surya Ganguli,
Andrew M. Saxe,
Alex H. Williams,
2018
.

Surya Ganguli,
Jonathan Kadmon,
Karl Deisseroth,
2019,
Science.

Surya Ganguli,
Aran Nayebi,
Jonas Kubilius,
2018,
NeurIPS.

Rethinking the limiting dynamics of SGD: modified loss, phase space oscillations, and anomalous diffusion
pdf

Surya Ganguli,
Daniel Kunin,
Javier Sagastuy-Brena,
2021,
ArXiv.

Surya Ganguli,
Gintare Karolina Dziugaite,
Mansheej Paul,
2021,
ArXiv.

Surya Ganguli,
Gabriel Mel,
2021,
ICML.

Yuandong Tian,
Surya Ganguli,
Xinlei Chen,
2021,
ICML.

Surya Ganguli,
Hideo Mabuchi,
Edwin Ng,
2021
.

Surya Ganguli,
Silvio Savarese,
Li Fei-Fei,
2021,
Nature communications.

Surya Ganguli,
Stanislav Fort,
Brett W. Larsen,
2021,
ArXiv.

Surya Ganguli,
Daniel Kunin,
Javier Sagastuy-Brena,
2021,
ICLR.

Surya Ganguli,
Peter Latham,
2009,
Neuron.

Surya Ganguli,
Loren M Frank,
S. Ganguli,
2012,
The Journal of Neuroscience.

Surya Ganguli,
Jonathan Kadmon,
Mark J. Schnitzer,
2019,
Cell.

Surya Ganguli,
Kiah Hardcastle,
Lisa M Giocomo,
2017,
Nature Neuroscience.

Surya Ganguli,
Kristofer E. Bouchard,
Michael S. Brainard,
2015
.

Surya Ganguli,
Marc Levoy,
Patrick Suppes,
2017,
bioRxiv.

Surya Ganguli,
Stephen A. Baccus,
Niru Maheswaranathan,
2016
.