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Fixed Point Quantization of Deep Convolutional Networks
- D. Lin, S. Talathi, V. Annapureddy
- Computer ScienceICML
- 19 November 2015
TLDR
Improving performance of recurrent neural network with relu nonlinearity
- S. Talathi, Aniket A. Vartak
- Computer ScienceArXiv
- 12 November 2015
TLDR
OpenEDS: Open Eye Dataset
- Stephan J. Garbin, Yiru Shen, Immo Schuetz, Robert Cavin, Gregory Hughes, S. Talathi
- Computer ScienceArXiv
- 30 April 2019
TLDR
Deep Recurrent Neural Networks for seizure detection and early seizure detection systems
- S. Talathi
- Computer ScienceArXiv
- 10 June 2017
TLDR
Support vector machines for seizure detection in an animal model of chronic epilepsy
- M. Nandan, S. Talathi, Stephen M. Myers, W. Ditto, P. Khargonekar, P. Carney
- Computer ScienceJournal of neural engineering
- 19 April 2010
TLDR
Fast SVM training using approximate extreme points
- M. Nandan, P. Khargonekar, S. Talathi
- Computer ScienceJ. Mach. Learn. Res.
- 4 April 2013
TLDR
Overcoming Challenges in Fixed Point Training of Deep Convolutional Networks
- D. Lin, S. Talathi
- Computer ScienceArXiv
- 8 July 2016
TLDR
Epilepsy Detection and Monitoring
- Nicholas Fisher, S. Talathi, A. Cadotte, P. Carney
- Medicine
- 2008
TLDR
OpenEDS2020: Open Eyes Dataset
- Cristina Palmero, Abhishek Sharma, Karsten Behrendt, K. Krishnakumar, Oleg V. Komogortsev, S. Talathi
- Computer ScienceArXiv
- 8 May 2020
We present the second edition of OpenEDS dataset, OpenEDS2020, a novel dataset of eye-image sequences captured at a frame rate of 100 Hz under controlled illumination, using a virtual-reality…
Computational Modeling of Channelrhodopsin-2 Photocurrent Characteristics in Relation to Neural Signaling
- R. A. Stefanescu, R. Shivakeshavan, P. Khargonekar, S. Talathi
- BiologyBulletin of mathematical biology
- 20 April 2013
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