A fast proximal method for convolutional sparse coding R Chalasani, JC Principe, N Ramakrishnan The 2013 International Joint Conference on Neural Networks (IJCNN), 1-5, 2013 | 110 | 2013 |
Deep predictive coding networks R Chalasani, JC Principe arXiv preprint arXiv:1301.3541, 2013 | 71 | 2013 |
Distributive hierarchical model for object recognition in video R Chalasani, JC Principe US Patent 9,536,177, 2017 | 67 | 2017 |
Self-organizing maps with information theoretic learning R Chalasani, JC Principe Neurocomputing 147, 3-14, 2015 | 24 | 2015 |
Cognitive architectures for sensory processing JC Principe, R Chalasani Proceedings of the IEEE 102 (4), 514-525, 2014 | 17 | 2014 |
Self organizing maps with the correntropy induced metric R Chalasani, JC Principe The 2010 international joint conference on neural networks (IJCNN), 1-6, 2010 | 12 | 2010 |
Context dependent encoding using convolutional dynamic networks R Chalasani, JC Principe IEEE Transactions on Neural Networks and Learning Systems 26 (9), 1992-2004, 2014 | 11 | 2014 |
Dynamic sparse coding with smoothing proximal gradient method R Chalasani, JC Principe 2014 IEEE International Conference on Acoustics, Speech and Signal …, 2014 | 8 | 2014 |
Rough neuron based neural classifier A Kothari, A Keskar, R Chalasani, S Srinath 2008 First International Conference on Emerging Trends in Engineering and …, 2008 | 6 | 2008 |
Temporal context in object recognition R Chalasani, JC Principe Machine Learning for Signal Processing (MLSP), 2012 IEEE International …, 2012 | 2 | 2012 |
A HIERARCHICAL DYNAMIC MODEL FOR OBJECT RECOGNITION R CHALASANI University of Florida, 2013 | 1 | 2013 |
Sequential causal estimation and learning from time-varying images R Chalasani, GT Cinar, JC Principe The 2012 International Joint Conference on Neural Networks (IJCNN), 1-5, 2012 | 1 | 2012 |
Sparse analog associative memory via L1-regularization and thresholding R Chalasani, JC Principe Neural Networks (IJCNN), The 2011 International Joint Conference on, 1994-1999, 2011 | | 2011 |
Adaptive Kernel Self-organizing Maps Using Information Theoretic Learning R Chalasani University of Florida, 2010 | | 2010 |