CNEL Alumnus: Puskal P. PokharelFormer student webpage:
I am from Nepal. I graduated in 2003 with a BTech degree in Electronics and Communication Engineering from the Indian Institute of Technology (IIT) at Roorkee, supported by the Colombo plan scholarship.
|My Research Interests|
Adaptive signal processing
Currently, I am working on the applications of Reproducing Kernel Hilbert spaces in signal processing. Specifically, I would like to expore novel methods of modeling time structures using Information Theoretic Learning.
Come up with a successful method of higher order correlation in a time series and novel methods of nonlinear filtering using kernel methods and ITL techniques.
|1||Pokharel, Puskal P.,"Time series analysis with information theoretic learning and kernel methods", Sept. 2007, University of Florida.(author PDF)|
|1||Puskal P. Pokharel, Rati Agrawal, J. C. Principe, "Correntropy Based Matched Filtering," Machines that Learn Work..(Submitted) |
|2||P. Pokharel. U. Ozertem, D. Erdogmus, J. Principe, "Recursive Complex Blind Source Separation vis Eigendecomposition of Cumulant Matrices," IEEE Int. Workshop on Machine Learning for Signal Processing.(Submitted) |
|3||Wei-Feng Liu, Puskal P. Pokharel, Jose C. Principe, "Recursively Adapted Radial Basis Function Networks and its Relationship to Resource Allocating Networks and Online Kernel Learning," IEEE Int. Workshop on Machine Learning for Signal Processing.(Accepted) (author PDF)|
|4||P. Pokharel, R. Agrawal, J. Principe, "A Closed Form Solution for a Nonlinear Wiener Filter", Intl. Conf. on Acoustics, Speech, and Signal Processing, pp. 720-723, May 2006 (author PDF) |
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