Sachin S. Talathi
Sachin S. Talathi
Facebook Reality Lab
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Fixed point quantization of deep convolutional networks
D Lin, S Talathi, S Annapureddy
International conference on machine learning, 2849-2858, 2016
Improving performance of recurrent neural network with relu nonlinearity
SS Talathi, A Vartak
arXiv preprint arXiv:1511.03771, 2015
Computational models of epilepsy
RA Stefanescu, RG Shivakeshavan, SS Talathi
Seizure 21 (10), 748-759, 2012
Adaptive selection of artificial neural networks
D Lin, VSR Annapureddy, SS Talathi, M Staskauskas, A Vartak, RB Towal, ...
US Patent App. 14/878,689, 2016
Openeds: Open eye dataset
SJ Garbin, Y Shen, I Schuetz, R Cavin, G Hughes, SS Talathi
arXiv preprint arXiv:1905.03702, 2019
Fast SVM training using approximate extreme points
M Nandan, PP Khargonekar, SS Talathi
The Journal of Machine Learning Research 15 (1), 59-98, 2014
Support vector machines for seizure detection in an animal model of chronic epilepsy
M Nandan, SS Talathi, S Myers, WL Ditto, PP Khargonekar, PR Carney
Journal of Neural Engineering 7 (3), 036001, 2010
Deep recurrent neural networks for seizure detection and early seizure detection systems
SS Talathi
arXiv preprint arXiv:1706.03283, 2017
Granger causality relationships between local field potentials in an animal model of temporal lobe epilepsy
AJ Cadotte, TB DeMarse, TH Mareci, MB Parekh, SS Talathi, DU Hwang, ...
Journal of neuroscience methods 189 (1), 121-129, 2010
Overcoming challenges in fixed point training of deep convolutional networks
DD Lin, SS Talathi
arXiv preprint arXiv:1607.02241, 2016
Method for improving performance of a trained machine learning model
SS Talathi, A Vartak
US Patent 10,332,028, 2019
Circadian control of neural excitability in an animal model of temporal lobe epilepsy
SS Talathi, DU Hwang, WL Ditto, T Mareci, H Sepulveda, M Spano, ...
Neuroscience letters 455 (2), 145-149, 2009
Hyper-parameter selection for deep convolutional networks
SS Talathi, DJ Julian
US Patent 10,275,719, 2019
Neural network for image processing
SS Talathi
US Patent 10,510,146, 2019
Spike timing dependent plasticity promotes synchrony of inhibitory networks in the presence of heterogeneity
SS Talathi, DU Hwang, WL Ditto
Journal of Computational Neuroscience 25, 262-281, 2008
Method and system for detecting epileptogenesis
SS Talathi, DU Hwang, WL Ditto, PR Carney, M Spano
US Patent 8,447,407, 2013
Non-parametric early seizure detection in an animal model of temporal lobe epilepsy
SS Talathi, DU Hwang, ML Spano, J Simonotto, MD Furman, SM Myers, ...
Journal of Neural Engineering 5 (1), 85, 2008
Temporal lobe epilepsy: anatomical and effective connectivity
AJ Cadotte, TH Mareci, TB DeMarse, MB Parekh, R Rajagovindan, ...
IEEE Transactions on neural systems and rehabilitation engineering 17 (3 …, 2008
Synaptic plasticity with discrete state synapses
HDI Abarbanel, SS Talathi, L Gibb, MI Rabinovich
Physical Review E 72 (3), 031914, 2005
Mapping neural architectures onto acoustic features of birdsong
HDI Abarbanel, L Gibb, GB Mindlin, S Talathi
Journal of neurophysiology 92 (1), 96-110, 2004
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