CNEL Alumnus: Rakesh Chalasani


Former student webpage:
About Me

I am presently working towards my PhD. I recieved B.Tech in Electronics and Communication Engineering from NIT,Nagpur, India in 2008 and MS in Electrical and Computer Engineering from University of Florida in 2010.
 
My Research Interests

Unsupervised learning, Information theoretic learning and Image Processing.
 



Links

 
CNEL Papers
Dissertation
1Rakesh Chalasani,"A Hierarchical Dynamic Model for Object Recognition", Dec. 2013, University of Florida.(author PDF)
 
Journal Papers
1Rakesh Chalasani, Jose C. Principe, "Self Organizing Maps with Information Theoretic Learning," NeuroComputing. (Accepted)
2Rakesh Chalasani, Jose C. Principe, "Context Dependent Encoding using Convolutional Dynamic Networks," Trans. on Neural Networks. (Accepted)
3Jose C. Principe, Rakesh Chalasani, "Cognitive Architectures for Sensory Processing", Proc. of IEEE, Vol. 102, No. 4, pp. 514-525, Mar. 2014,DOI:10.1109/JPROC.2014.2307023 (author PDF)
 
Conference Papers
1Rakesh Chalasani, Jose C. Principe, "Convolutional Dynamic Network for Video Based Object Recognition," .(Submitted)
2Rakesh Chalasani, Jose C. Principe, Naveen Ramakrishnan, "A Fast Proximal Method for Convolutional Sparse Coding," IJCNN.(Accepted) (author PDF)
3Rakesh Chalasani, Jose C. Principe, "Dynamic Sparse Coding with Smoothing Proximal Gradient Method," Intl. Conf. on Acoustics, Speech, and Signal Processing.(Accepted) (author PDF)
4Rakesh Chalasani, Jose C. Principe, "Deep Predictive Coding Networks", , pp. -, 2013,DOI:http://arxiv.org/abs/1301.3541 (author PDF)
5Rakesh Chalasani; Jose C. Pincipe, "Temporal Context in Object Recognition", MLSP, pp. 1-6, Sept. 2012,DOI:10.1109/MLSP.2012.6349758 (author PDF)
6Rakesh Chalasani, Goktug T. Cinar and Jose C. Principe, "Sequential Causal Estimation And Learning From Time Varying Images", IJCNN, pp. -, June 2012,DOI:10.1109/IJCNN.2012.6252480 (author PDF)
7Rakesh Chalasani, Jose C. Principe, "Sparse Analog Associative Memory via L1-Regularization and Thresholding", IJCNN, pp. 1994-1999, 2011,DOI:10.1109/IJCNN.2011.6033470 (author PDF)
 

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