Research Groups
Michigan State University - Research Groups
Group Publications
- Tracking Signal Subspace Invariance for Blind Separation and Classification of Nonorthogonal Sources in Correlated Noise (2007-05),
- A cell-type-specific dynamic Bayesian network model for spontaneous and optogenetically evoked activity in the primary visual cortex (2011-07),
- A Dynamic Bayesian Network Model for UP/DOWN States of Spontaneous and Optogenetically Evoked Activity in the Primary Visual Cortex (2011-11),
- A graphical maximum entropy model for predicting stimulus-driven spatiotemporal spiking patterns of V1 cortical neurons (2011-11),
- A High-Yield Area-Power Efficient DWT Hardware for Implantable Neural Interface Applications (2007-08),
- A Low-Power Implantable Neuroprocessor on Nano-FPGA for Brain Machine Interface Applications (2011-05),
- A Mixture model for spike train ensemble analysis using spectral clustering (2006-04),
- A Mixture model for spike train ensemble analysis using spectral clustering (2006-04),
- A Multiresolution Generalized Maximum Likelihood Approach for the Detection of Unknown Transient Multichannel Signals in Colored Noise with Unknown Covariance (2002-05),
- A New Approach to Array Denoising (2000-11),
- A New Technique for Blind Source Separation Using Subband Subspace Analysis in Correlated Multichannel Signal Environments (2001-05),
- A Reduced Complexity Integer Lifting Wavelet-Based Module for Real-Time Processing in Implantable Neural Interface Devices (2004-09),
- A scalable architecture for streaming neural information from implantable multichannel neuroprosthetic devices (2005-05),
- A Scalable Wavelet Transform VLSI Architecture for Real-Time Signal Processing in High-Density Intra-Cortical Implants (2007-06),
- A System Approach for Real-Time Data Compression in Advance Brain-Machine Interfaces (2005-03),
- A Systems Approach for Data Compression and Latency Reduction in Advanced Brain Machine Interfaces (2005-11),
- A Systems Approach for Data Compression and Latency Reduction in Advanced Brain Machine Interfaces (2005-11),
- A Systems Approach for data compression and latency reduction in cortically controlled brain machine interfaces (2006-07),
- A Unified Framework for Advancing Array Signal Processing Technology of Multichannel Microprobe Neural Recording Devices (2002-05),
- An adaptive multiple-input multiple-output analog-to-digital converter for high density neuroprosthetic electrode arrays (2006-08),
- An Adaptive Wireless Communication Protocol for Neural Data Transmission in Freely Behaving Subjects (2011-04),
- An Implantable Neuroprocessor for Multichannel Compressive Neural Recording and on-the-Fly Spike Sorting with Wireless Telemetry (2010-11),
- An Implantable VLSI Architecture for Real Time Spike Sorting In Cortically Controlled Brain Machine Interfaces (2010-08),
- An Information Theoretic Approach for Optimizing The Analysis Of High-Density Multi-electrode Multi-unit Neuronal Recordings (2004-09),
- Analysis of Lifting and B-Spline DWT Implementations for Implantable Neuroprosthetics (2007-12),
- Area-Power Efficient Lifting-Based DWT Hardware for Implantable Neuroprosthetics (2007-05),
- Area-Power Efficient VLSI Implementation of Multichannel DWT for Data Compression in Implantable Neuroprosthetics (2007-06),
- Assessing temporal and spatial evolution of clusters of functionally interdependent neurons using graph partitioning techniques (2006-08),
- Augmenting Information channels in Hearing Aids and cochlear implants under adverse conditions (2006-04),
- Augmenting Information channels in Hearing Aids and cochlear implants under adverse conditions (2006-04),
- Augmenting Real-Time DSP in Implantable High-Density Neuroprosthetic Devices (2005-05),
- Brain Machine Interfaces for personalized neurological diagnostics and therapy (2011-10),
- Causal Networks Provide Functional Signature of Stimulus Encoding in the Rat Barrel Cortex (2010-08),
- Chronic Electrode-Brain Interface Modeled with FEM (1999-10),
- Clustering Synaptically-Coupled Neuronal Populations under Systematic Variations in Temporal Dependence (2007-08),
- Coding Stimulus Information with Cooperative Neural Populations (2009-06),
- Compressed and Distributed Sensing of Multivariate Neural Point Processes (2007-01),
- Compressed and Distributed Sensing of Neuronal Activity for Real Time Spike Train Decoding (2009-04),
- Compressed and Distributed Sensing of Population Activity for Multiscale Decoding of Motor Cortical Response Properties (2007-03),
- Data Fusion in Wireless Sensor Array Networks with Signal and Noise Correlation Mismatch (2003-11),
- Decoding spike train ensembles using the cooperative interaction between task-dependent cortical neurons (2009-07),
- Design of a configurable neural Data compression system for intra-cortical implants (2010-05),
- Design Optimization of Integer Lifting DWT Circuitry for Implantable Neuroprosthetics (2005-05),
- Detection and Classification of Extracellular Action Potential Recordings (2010-08),
- Detection and Extraction of Wavelet Footprint in Extracellular Recording (2011-07),
- Exploiting signal subspace invariance to resolve non-stationary, non-orthogonal sensor array signals in correlated noise fields (2006-04),
- Exploiting signal subspace invariance to resolve non-stationary, non-orthogonal sensor array signals in correlated noise fields (2006-04),
- Feedback Control of the Spatiotemporal Firing Patterns of Neural Microcircuits (2010-12),
- Graphical Models of Functional and Effective Neuronal Connectivity (2010-12),
- Hardware Considerations of a Spatial Filter for Decorrelating High-density Multielectrode Neural Recordings (2006-08),
- Identifying and Tracking the number of independent clusters of functionally interdependent neurons from biophysical models of population activity (2007-03),
- Identifying Functional Connectivity in Large Scale Neural Ensemble Recordings: A Multiscale Data Mining Approach (2009-02),
- Identifying functional connectivity of motor neuronal ensembles improves the performance of population decoders (2009-04),
- Identifying functionally interdependent neurons from multielectrode array recordings in local and global network contexts (2006-07),
- Identifying neuronal assemblies with local and global connectivity with scale space spectral clustering (2007-06),
- Identifying spike-timing dependent plasticity in spike train models of synaptically-coupled neuronal ensembles (2007-07),
- Impact of Compressed Sensing of Motor Cortical Activity on Spike Train Decoding in Brain Machine Interfaces (2008-08),
- Impact of Lossy Compression on Neural Response Characteristics Extracted from High-Density Intra-Cortical Implant Data (2007-08),
- Independent Component Analysis of Multichannel Neural Recordings at the Micro-Scale (2002-10),
- Inferring Functional Cortical Networks from Spike Train Ensembles using Dynamic Bayesian Networks (2009-04),
- Inferring Neuronal Functional Connectivity using Dynamic Bayesian Networks (2008-07),
- Investigating the Effect of Cortical Discharge Variability on the Accuracy of Population Decoders (2008-07),
- Isolated word recognition using time-delay fuzzy neural networks (1996-04),
- Latency Reduction During Telemetry Transmission in Brain-Machine Interfaces (2005-09),
- Latency Reduction During Telemetry Transmission in Brain-Machine Interfaces (2005-09),
- MASSIT-Multiresolution Analysis of Signal Subspace Invariance Technique: A Novel Algorithm for Blind Source Separation (2001-11),
- Millisecond-Timescale Local Network Coding in the Rat Primary Somatosensory Cortex (2011-06),
- Model-Based Analysis and Control of a Network of Basal Ganglia Spiking Neurons in the Normal and Parkinsonian States (2011-06),
- Multiscale compressed sensing of neuronal response properties for brain machine interfaces (2007-11),
- Neural Channel Identification of Multichannel Neural Recordings Using Multiresolution Analysis (2000-10),
- Neural ensemble correlates of working memory in the rat medial prefrontal cortex (2011-11),
- Neural Feedback for Instantaneous Spatiotemporal Modulation of Afferent Pathways in Bi-directional Brain Machine Interfaces (2011-10),
- Neural Source Localization using Advanced Sensor Array Signal Processing Techniques (2001-10),
- NeuroQuest: A Comprehensive Analysis Tool for Extracellular Neural Ensemble Recordings (2011-12),
- NeuroQuest: A comprehensive tool for large scale neural data processing and analysis (2009-04),
- Noise Reduction in Multichannel Neural Recordings using a New Array Wavelet Denoising algorithm (2001-07),
- Non-Parametric Detection of Unknown Correlated Multichannel Transients with Sequential and Block Hypothesis Testing in Multiresolution Spaces (2002-08),
- On The Use of Dynamic Bayesian Networks in Reconstructing Functional Neuronal Networks from Spike Train Ensembles (2010-01),
- Optimizing Signal Coding in Neural Interface System-on-a-Chip Modules (2003-09),
- Optimizing Signal Coding in Neural Interface System-on-a-Chip Modules (2003-09),
- Optogenetics, Neural Ensemble Recordings and Graphical Models: Characterizing Plasticity in Neuronal Networks in vivo (2011-10),
- Performance evaluation of time-delay fuzzy neural networks for isolated word recognition (1996-08),
- Prediction of Spatiotemporal Patterns of Neural Activity Using a Higher-Order Markov Representation of Instantaneous Pairwise Maximum Entropy Model (2011-07),
- Probabilistic graphical models of functional and effective neuronal connectivity (2011-07),
- Reconstructing Functional Neuronal Circuits Using Dynamic Bayesian Networks (2008-08),
- Revamping signal processing for adaptive, real time, bi-directional Brain Machine Interface systems (2008-04),
- Scale Space Processing and Clustering for Efficient Multi-Electrode Data Analysis of Large Neuronal Ensembles (2005-03),
- Sensor Arrays in the Micro-Environment of the Brain (2001-05),
- Source Detection in Correlated Multichannel Signal and Noise Fields (2003-04),
- Spike Sorting: A novel shift and amplitude invariant technique (2002-07),
- Spike Superposition Resolution In Multichannel Extracellular Neural Recordings: A Novel Approach (2003-03),
- Spike Superposition Resolution in Multichannel Extracellular Recordings: A Novel Approach (2007-01),
- Statistical Signal Processing for Neuroscience and Neurotechnology (2010-08),
- Synergistic Coding By Cortical Neural Ensembles (2010-02),
- Tracking Plasticity in Probabilistic Spike Trains Models of Synaptically-Coupled Neural Population (2007-01),
- Using Brain-Computer Interfaces to Induce Neural Plasticity and Restore Function (2011-04),
- VLSI-friendly algorithm for real-time spike sorting in Brain Machine Interface applications (2008-11),
