Journal Paper
Synergistic Coding By Cortical Neural Ensembles
Journal/Conference Name:
IEEE Transactions on Information Theory (Special Issue on Molecular Biology and Neuroscience), 56:2, pp. 875-899, Feb. 2010
An essential step towardsunderstanding how the brain orchestrates information processing at the cellular and population levels is to simultaneously observe the spiking activity ofcortical neurons t
Publication Date:
Feb 2010
On The Use of Dynamic Bayesian Networks in Reconstructing Functional Neuronal Networks from Spike Train Ensembles
Journal/Conference Name:
Neural Computation, 22:1, 158-189, January 2010
Coordination among cortical neurons is believed to be a key elem
Publication Date:
Jan 2010
Compressed and Distributed Sensing of Neuronal Activity for Real Time Spike Train Decoding
Journal/Conference Name:
IEEE Transactions on Neural Systems and Rehabilitation Engineering, 17:2, pp. 416-427, APRIL 2009
Multivariate point processes are increasingly being used to model n
Publication Date:
Apr 2009
Identifying Functional Connectivity in Large Scale Neural Ensemble Recordings: A Multiscale Data Mining Approach
Journal/Conference Name:
Neural Computation, MIT Press, 21(2), pp. 450-477, 2009
Publication Date:
Feb 2009
A Systems Approach for data compression and latency reduction in cortically controlled brain machine interfaces
Journal/Conference Name:
IEEE Transactions on Biomedical Engineering
Publication Date:
Jul 2006
Identifying neuronal assemblies with local and global connectivity with scale space spectral clustering
Journal/Conference Name:
Neurocomputing
Publication Date:
May 2006
A Scalable Wavelet Transform VLSI Architecture for Real-Time Signal Processing in High-Density Intra-Cortical Implants
Publication Date:
Jun 2007
Analysis of Lifting and B-Spline DWT Implementations for Implantable Neuroprosthetics
Publication Date:
Dec 2007
