Sachin S. Talathi
Sachin S. Talathi
Facebook Reality Lab
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Zitiert von
Zitiert von
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
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
Computational models of epilepsy
RA Stefanescu, RG Shivakeshavan, SS Talathi
Seizure 21 (10), 748-759, 2012
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
Deep recurrent neural networks for seizure detection and early seizure detection systems
SS Talathi
arXiv preprint arXiv:1706.03283, 2017
Method for improving performance of a trained machine learning model
SS Talathi, A Vartak
US Patent 10,332,028, 2019
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
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
Hyper-parameter selection for deep convolutional networks
SS Talathi, DJ Julian
US Patent 10,275,719, 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
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
Computational modeling of channelrhodopsin-2 photocurrent characteristics in relation to neural signaling
RA Stefanescu, RG Shivakeshavan, PP Khargonekar, SS Talathi
Bulletin of mathematical biology 75, 2208-2240, 2013
Hyper-parameter optimization of deep convolutional networks for object recognition
SS Talathi
2015 IEEE international conference on image processing (ICIP), 3982-3986, 2015
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
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