Identification of sparse neural functional connectivity using penalized likelihood estimation and basis functions

A Hippocampal Cognitive Prosthesis: Multi-Input, Multi-Output Nonlinear Modeling and VLSI Implementation

(2012) Theodore W. Berger et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

Assessing functional connectivity of neural ensembles using directed information

(2012) Kelvin So et al.   Journal of Neural Engineering

Functional Connectivity Dynamics Among Cortical Neurons: A Dependence Analysis

(2011) Lin Li et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

An L 1-regularized logistic model for detecting short-term neuronal interactions

(2011) Mengyuan Zhao et al.   JOURNAL OF COMPUTATIONAL NEUROSCIENCE

Modeling the impact of common noise inputs on the network activity of retinal ganglion cells

(2011) Michael Vidne et al.   JOURNAL OF COMPUTATIONAL NEUROSCIENCE

A cortical neural prosthesis for restoring and enhancing memory

(2011) Theodore W Berger et al.   Journal of Neural Engineering

Extending Transfer Entropy Improves Identification of Effective Connectivity in a Spiking Cortical Network Model

(2011) Shinya Ito et al.   PLoS One

Extraction of Network Topology From Multi-Electrode Recordings: Is there a Small-World Effect?

(2011) Felipe Gerhard et al.   Frontiers in Computational Neuroscience

Receptive Field Inference with Localized Priors

(2011) Mijung Park et al.   PLoS Computational Biology

A Granger Causality Measure for Point Process Models of Ensemble Neural Spiking Activity

(2011) Sanggyun Kim et al.   PLoS Computational Biology

High-Performance and Scalable System Architecture for the Real-Time Estimation of Generalized Laguerre-Volterra MIMO Model From Neural Population Spiking Activity

(2011) Will X. Y. Li et al.   IEEE Journal on Emerging and Selected Topics in Circuits and Systems

Statistical Inference for Assessing Functional Connectivity of Neuronal Ensembles With Sparse Spiking Data

(2010) Zhe Chen et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

Estimating the directed information to infer causal relationships in ensemble neural spike train recordings

(2010) Christopher J. Quinn et al.   JOURNAL OF COMPUTATIONAL NEUROSCIENCE

Discrete Time Rescaling Theorem: Determining Goodness of Fit for Discrete Time Statistical Models of Neural Spiking

(2010) Robert Haslinger et al.   NEURAL COMPUTATION

Statistical analysis of large-scale neuronal recording data

(2010) Jamie L. Reed et al.   NEURAL NETWORKS

The Neurobiological Basis of Cognition: Identification by Multi-Input, Multioutput Nonlinear Dynamic Modeling

(2010) Theodore W. Berger et al.   PROCEEDINGS OF THE IEEE

Bayesian inference for generalized linear models for spiking neurons

(2010) Sebastian Gerwinn   Frontiers in Computational Neuroscience

Semiparametric methods for evaluating risk prediction markers in case-control studies

(2009) Y. Huang et al.   BIOMETRIKA

Analyzing multiple spike trains with nonparametric granger causality

(2009) Aatira G. Nedungadi et al.   JOURNAL OF COMPUTATIONAL NEUROSCIENCE

Nonlinear modeling of neural population dynamics for hippocampal prostheses

(2009) Dong Song et al.   NEURAL NETWORKS

Evaluation of the Performance of Information Theory-Based Methods and Cross-Correlation to Estimate the Functional Connectivity in Cortical Networks

(2009) Matteo Garofalo et al.   PLoS One

Inferring functional connections between neurons

(2008) Ian H Stevenson et al.   CURRENT OPINION IN NEUROBIOLOGY

Nonlinear Modeling of Causal Interrelationships in Neuronal Ensembles

(2008) T.P. Zanos et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

Bayesian Inference of Functional Connectivity and Network Structure From Spikes

(2008) I.H. Stevenson et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

Parametric and non-parametric modeling of short-term synaptic plasticity. Part I: computational study

(2008) Dong Song et al.   JOURNAL OF COMPUTATIONAL NEUROSCIENCE

Parametric and non-parametric modeling of short-term synaptic plasticity. Part II: Experimental study

(2008) Dong Song et al.   JOURNAL OF COMPUTATIONAL NEUROSCIENCE

Spatio-temporal correlations and visual signalling in a complete neuronal population

(2008) Jonathan W. Pillow et al.   NATURE

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

(2008) Seif Eldawlatly et al.   NEURAL COMPUTATION