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Sachin S. Talathi
Sachin S. Talathi
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Title
Cited by
Cited by
Year
Fixed point quantization of deep convolutional networks
D Lin, S Talathi, S Annapureddy
International conference on machine learning, 2849-2858, 2016
10442016
Improving performance of recurrent neural network with relu nonlinearity
SS Talathi, A Vartak
arXiv preprint arXiv:1511.03771, 2015
1212015
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
1012016
Computational models of epilepsy
RA Stefanescu, RG Shivakeshavan, SS Talathi
Seizure 21 (10), 748-759, 2012
992012
Openeds: Open eye dataset
SJ Garbin, Y Shen, I Schuetz, R Cavin, G Hughes, SS Talathi
arXiv preprint arXiv:1905.03702, 2019
932019
Fast SVM training using approximate extreme points
M Nandan, PP Khargonekar, SS Talathi
The Journal of Machine Learning Research 15 (1), 59-98, 2014
712014
Deep recurrent neural networks for seizure detection and early seizure detection systems
SS Talathi
arXiv preprint arXiv:1706.03283, 2017
662017
Method for improving performance of a trained machine learning model
SS Talathi, A Vartak
US Patent 10,332,028, 2019
652019
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
602010
Hyper-parameter selection for deep convolutional networks
SS Talathi, DJ Julian
US Patent 10,275,719, 2019
592019
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
572010
Overcoming challenges in fixed point training of deep convolutional networks
DD Lin, SS Talathi
arXiv preprint arXiv:1607.02241, 2016
562016
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
442009
Neural network for image processing
SS Talathi
US Patent 10,510,146, 2019
422019
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
382008
Method and system for detecting epileptogenesis
SS Talathi, DU Hwang, WL Ditto, PR Carney, M Spano
US Patent 8,447,407, 2013
372013
Knowledge-graph biased classification for data
S Majumdar, RB Towal, SS Talathi, DJ Julian, VSR Annapureddy
US Patent 10,474,949, 2019
352019
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
352008
Hyper-parameter optimization of deep convolutional networks for object recognition
SS Talathi
2015 IEEE international conference on image processing (ICIP), 3982-3986, 2015
342015
Synaptic plasticity with discrete state synapses
HDI Abarbanel, SS Talathi, L Gibb, MI Rabinovich
Physical Review E—Statistical, Nonlinear, and Soft Matter Physics 72 (3 …, 2005
332005
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