NSEL

Statistical Signal Processing for Neuroscience and Neurotechnology (in press)

Author(s):

Karim G. Oweiss (Editor)

Publication Date:

Aug 2010

Journal/Conference Name:

Academic Press, Elsevier

Neuroscience, like many other areas of biology, has experienced a data outburst in the last few years.

Book Volume

Read more

Synergistic Coding By Cortical Neural Ensembles

Author(s):

M. Aghagolzadeh, S. Eldawlatly, K. Oweiss

Publication Date:

Feb 2010

Journal/Conference Name:

IEEE Transactions on Information Theory (Special Issue on Molecular Biology and Neuroscience), 56:2, pp. 875-899, Feb. 2010

Journal Paper

On The Use of Dynamic Bayesian Networks in Reconstructing Functional Neuronal Networks from Spike Train Ensembles

Author(s):

S. Eldawlatly, Y. Zhou, R. Jin, K. Oweiss

Publication Date:

Jan 2010

Journal/Conference Name:

Neural Computation, 22:1, 158-189, January 2010

Journal Paper

Decoding spike train ensembles using the cooperative interaction between task-dependent cortical neurons

Author(s):

S. Eldawlatly, M. Aghagolzadeh, K. Oweiss

Publication Date:

Jul 2009

Journal/Conference Name:

18th Annual Computational Neuroscience meeting, CNS 2009.

Conference Paper

Inferring Functional Cortical Networks from Spike Train Ensembles using Dynamic Bayesian Networks

Author(s):

S. Eldawlatly, Y. Zhou, R. Jin, K. Oweiss

Publication Date:

Apr 2009

Journal/Conference Name:

IEEE Int. Conf. Acoustics, Speech and Signal Processing (ICASSP) 2009

Conference Paper

Identifying Functional Connectivity in Large Scale Neural Ensemble Recordings: A Multiscale Data Mining Approach

Author(s):

S. Eldawlatly, R. Jin, K. Oweiss

Publication Date:

Feb 2009

Journal/Conference Name:

Neural Computation, MIT Press, 21(2), pp. 450-477, 2009

Journal Paper

Reconstructing Functional Neuronal Circuits Using Dynamic Bayesian Networks

Author(s):

S. Eldawlatly, Y. Zhou, R. Jin, K. Oweiss

Publication Date:

Aug 2008

Journal/Conference Name:

30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBS), 2008.

Conference Paper

Inferring Neuronal Functional Connectivity using Dynamic Bayesian Networks

Author(s):

S. Eldawlatly, Y. Zhou, R. Jin, K. Oweiss

Publication Date:

Jul 2008

Journal/Conference Name:

BMC Neuroscience

Conference Paper

Revamping signal processing for adaptive, real time, bi-directional Brain Machine Interface systems

Author(s):

K. Oweiss, M. Shetliffe, S. Eldawlatly

Publication Date:

Apr 2008

Journal/Conference Name:

IEEE Int. Conf. Acoustics, Speech and Signal Processing (ICASSP) 2008.

Conference Paper

Multiscale compressed sensing of neuronal response properties for brain machine interfaces

Author(s):

M. Shetliffe, S. El-Dawlatly, K. Oweiss

Publication Date:

Nov 2007

Journal/Conference Name:

Society for Neuroscience meeting 2007

Conference Paper

Clustering Synaptically-Coupled Neuronal Populations under Systematic Variations in Temporal Dependence

Author(s):

S. El Dawlatly and K. Oweiss

Publication Date:

Aug 2007

Journal/Conference Name:

29th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBS), 2007

Conference Paper

Identifying spike-timing dependent plasticity in spike train models of synaptically-coupled neuronal ensembles

Author(s):

S. El Dawlatly and K. Oweiss

Publication Date:

Jul 2007

Journal/Conference Name:

BMC Neuroscience

Conference Paper

Identifying and Tracking the number of independent clusters of functionally interdependent neurons

Author(s):

F. Chen, S. El-Dawlatly, R. Jin and K. Oweiss

Publication Date:

Mar 2007

Journal/Conference Name:

3rd Int. IEEE EMBS Conf. on Neural Engineering 2007

Conference Paper

Tracking Plasticity in Probabilistic Spike Trains Models of Synaptically-Coupled Neural Population

Author(s):

S. El Dawlatly and K. G. Oweiss

Publication Date:

Jan 2007

Journal/Conference Name:

3rd Int. IEEE EMBS Conf. on Neural Engineering 2007

Conference Paper

Identifying neuronal assemblies with local and global connectivity with spectral clustering in scale space

Author(s):

K. Oweiss, R. Jin, Y. Suhail, F. Chen

Publication Date:

Nov 2006

Journal/Conference Name:

Computational Neuroscience (CNS) 2006

Conference Paper

Assessing temporal and spatial evolution of clusters of functionally interdependent neurons using graph partitioning techniques

Author(s):

K. Oweiss, R. Jin, Y. Suhail, F. Chen

Publication Date:

Aug 2006

Journal/Conference Name:

28th IEEE Eng. in Medicine and Biology 2006

Conference Paper

Identifying functionally interdependent neurons from multielectrode array recordings in local and global network contexts

Author(s):

K. Oweiss, R. Jin, Y. Suhail, F. Chen

Publication Date:

Jul 2006

Journal/Conference Name:

Substrate-integrated microelectrode arrays workshop 2006

Conference Paper

A Mixture model for spike train ensemble analysis using spectral clustering

Author(s):

R. Jin, Y. Suhail, K. Oweiss

Publication Date:

Apr 2006

Journal/Conference Name:

IEEE Int. Conf. Acoustics, Speech Signal Processing (ICASSP) 2006

Conference Paper

Scale Space Processing and Clustering for Efficient Multi-Electrode Data Analysis of Large Neuronal Ensembles

Author(s):

K. G. Oweiss, R. Jin, Y. Suhail

Publication Date:

Mar 2005

An Information Theoretic Approach for Optimizing The Analysis Of High-Density Multi-electrode Multi-unit Neuronal Recordings

Author(s):

K. G. Oweiss

Publication Date:

Sep 2004

Independent Component Analysis of Multichannel Neural Recordings at the Micro-Scale

Author(s):

K. G. Oweiss, D.J. Anderson

Publication Date:

Oct 2002

Neural Channel Identification of Multichannel Neural Recordings Using Multiresolution Analysis

Author(s):

K. G. Oweiss, D.J. Anderson

Publication Date:

Oct 2000

Primary links