NSEL Publications

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

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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

Coding Stimulus Information with Cooperative Neural Populations

Author(s):

M. Aghagolzadeh, S. Eldawlatly, K. Oweiss

Publication Date:

Jun 2009

Journal/Conference Name:

2009 IEEE International Symposium on Information Theory

Conference Paper

Identifying functional connectivity of motor neuronal ensembles improves the performance of population decoders

Author(s):

M. Aghagolzadeh, S. Eldawlatly, K. Oweiss

Publication Date:

Apr 2009

Journal/Conference Name:

4th International IEEE/EMBS Conference on Neural Engineering, 2009. NER '09.

Conference Paper

Compressed and Distributed Sensing of Neuronal Activity for Real Time Spike Train Decoding

Author(s):

M. Aghagolzadeh, K. Oweiss

Publication Date:

Apr 2009

Journal/Conference Name:

IEEE Transactions on Neural Systems and Rehabilitation Engineering, 17:2, pp. 416-427, APRIL 2009

Journal 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

NeuroQuest: A comprehensive tool for large scale neural data processing and analysis

Author(s):

K. Kwon, S. Eldawlatly, K. Oweiss

Publication Date:

Apr 2009

Journal/Conference Name:

4th International IEEE/EMBS Conference on Neural Engineering, 2009. NER '09.

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

VLSI-friendly algorithm for real-time spike sorting in Brain Machine Interface applications

Author(s):

F. T. Abu-Nimeh, M. Aghagolzadeh, K. Oweiss

Publication Date:

Nov 2008

Journal/Conference Name:

IEEE Biomedical Circuits and Systems (BioCAS) 2008

Conference Paper

Impact of Compressed Sensing of Motor Cortical Activity on Spike Train Decoding in Brain Machine Interfaces

Author(s):

M. Aghagolzadeh, M. Shetliffe, K. Oweiss

Publication Date:

Aug 2008

Conference 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

Investigating the Effect of Cortical Discharge Variability on the Accuracy of Population Decoders

Author(s):

M. Aghagolzadeh, K. Oweiss

Publication Date:

Jul 2008

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

Analysis of Lifting and B-Spline DWT Implementations for Implantable Neuroprosthetics

Author(s):

A. Kamboh, A. Mason, K. Oweiss

Publication Date:

Dec 2007

Journal 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

Impact of Lossy Compression on Neural Response Characteristics Extracted from High-Density Intra-Cortical Implant Data

Author(s):

M. Shetliffe, A. Kamboh, A. Mason, and K. Oweiss

Publication Date:

Aug 2007

Journal/Conference Name:

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

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

A Scalable Wavelet Transform VLSI Architecture for Real-Time Signal Processing in High-Density Intra-Cortical Implants

Author(s):

K. G. Oweiss, A. Mason, Y. Suhail, A. M. Kamboh, K. E. Thomson

Publication Date:

Jun 2007

Journal Paper

Area-Power Efficient VLSI Implementation of Multichannel DWT for Data Compression in Implantable Neuroprosthetics

Author(s):

A. Kamboh, M. Raetz, K. Oweiss, A. Mason

Publication Date:

Jun 2007

Tracking Signal Subspace Invariance for Blind Separation and Classification of Nonorthogonal Sources in Correlated Noise

Author(s):

K. G. Oweiss and D. J. Anderson

Publication Date:

May 2007

Area-Power Efficient Lifting-Based DWT Hardware for Implantable Neuroprosthetics

Author(s):

A. M. Kamboh, M. Raetz, A. Mason and K. Oweiss

Publication Date:

May 2007

A High-Yield Area-Power Efficient DWT Hardware for Implantable Neural Interface Applications

Author(s):

A. M. Kamboh, A. Mason and K. Oweiss

Publication Date:

Mar 2007

Compressed and Distributed Sensing of Population Activity for Multiscale Decoding of Motor Cortical Response Properties

Author(s):

M. A. Shetliffe, K. Lorenz, B. Pietrzyk, and K. G. Oweiss

Publication Date:

Mar 2007

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

Compressed and Distributed Sensing of Multivariate Neural Point Processes

Author(s):

K. G. Oweiss

Publication Date:

Jan 2007

Spike Superposition Resolution in Multichannel Extracellular Recordings: A Novel Approach

Author(s):

K. G. Oweiss, D. J. Anderson

Publication Date:

Jan 2007

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

A MIMO channel approach for tracking neural signals in long-term chronic microelectrode array recordings

Author(s):

K. Oweiss

Publication Date:

Aug 2006

An adaptive multiple-input multiple-output analog-to-digital converter for high density neuroprosthetic electrode arrays

Author(s):

S. Chakrabartty, A. Gore and K. Oweiss

Publication Date:

Aug 2006

Journal/Conference Name:

28th IEEE Eng. in Medicine and Biology 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

Hardware Considerations of a Spatial Filter for Decorrelating High-density Multielectrode Neural Recordings

Author(s):

K. Thomson and K. Oweiss

Publication Date:

Aug 2006

Journal/Conference Name:

28th IEEE Eng. in Medicine and Biology 2006

Conference Paper

A Systems Approach for data compression and latency reduction in cortically controlled brain machine interfaces

Author(s):

K. Oweiss

Publication Date:

Jul 2006

Journal/Conference Name:

IEEE Transactions on Biomedical Engineering

Journal 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

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

Author(s):

K. Oweiss, R. Jin, Y. Suhail

Publication Date:

May 2006

Journal/Conference Name:

Neurocomputing

Journal 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

Augmenting Information channels in Hearing Aids and cochlear implants under adverse conditions

Author(s):

Y. Suhail, K. Oweiss

Publication Date:

Apr 2006

Journal/Conference Name:

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

Conference Paper

Exploiting signal subspace invariance to resolve non-stationary, non-orthogonal sensor array signals in correlated noise fields

Author(s):

K. Oweiss, D. Anderson

Publication Date:

Apr 2006

Journal/Conference Name:

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

Conference Paper

A Systems Approach for Data Compression and Latency Reduction in Advanced Brain Machine Interfaces

Author(s):

K. Oweiss

Publication Date:

Nov 2005

Journal/Conference Name:

Society for Neuroscience 2005

Conference Paper

Latency Reduction During Telemetry Transmission in Brain-Machine Interfaces

Author(s):

K. Oweiss

Publication Date:

Sep 2005

Multiresolution Bayesian Detection of Multiunit Extracellular Spike Waveforms in Multichannel Neuronal Recordings

Author(s):

Y. Suhail, K. Oweiss

Publication Date:

Sep 2005

A scalable architecture for streaming neural information from implantable multichannel neuroprosthetic devices

Author(s):

K.E. Thomson, Y. Suhail, and K. G. Oweiss

Publication Date:

May 2005

Augmenting Real-Time DSP in Implantable High-Density Neuroprosthetic Devices

Author(s):

K. Oweiss A. Mason, K. Thomson, J. Li, Y. Suhail

Publication Date:

May 2005

Design Optimization of Integer Lifting DWT Circuitry for Implantable Neuroprosthetics

Author(s):

A. Mason, J. Li, K. Thomson, Y. Suhail, K. Oweiss

Publication Date:

May 2005

A Systems Approach for Real-Time Data Compression in Advance Brain-Machine Interfaces

Author(s):

K. G. Oweiss, K. E. Thomson, D. J. Anderson

Publication Date:

Mar 2005

Journal/Conference Name:

2nd IEEE-EMBS Conf. on Neural Engineering 2005

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

Primary links

NSEL Publications