Matthew A. Wilson

Publication Activity (10 Years)

Years Active: 1987-2023
Publications (10 Years): 9

Top Topics

High Dynamic Range

Bayesian Decision

Neuronal Networks

Spatial Configuration

Top Venues

IEEE Trans. Circuits Syst. I Regul. Pap.

Publications

Caixin Wang, Jie Zhang, Matthew A. Wilson, Ralph Etienne-Cummings
Pix2HDR - A pixel-wise acquisition and deep learning-based synthesis approach for high-speed HDR videos. CoRR (2023)
Hannah S. Wirtshafter, Matthew A. Wilson
Artificial intelligence insights into hippocampal processing. Frontiers Comput. Neurosci. 16 (2022)
Hannah S. Wirtshafter, Matthew A. Wilson
Bayesian Algorithmic Decoding of Acceleration and Speed Software (BADASS). Softw. Impacts 10 (2021)
Jie Zhang, Jonathan P. Newman, Xiao Wang, Chetan Singh Thakur, John Rattray, Ralph Etienne-Cummings, Matthew A. Wilson
A Closed-Loop, All-Electronic Pixel-Wise Adaptive Imaging System for High Dynamic Range Videography. IEEE Trans. Circuits Syst. I Regul. Pap. (6) (2020)
Jie Zhang, Jonathan P. Newman, Xiao Wang, Chetan Singh Thakur, John Rattray, Ralph Etienne-Cummings, Matthew A. Wilson
A closed-loop all-electronic pixel-wise adaptive imaging system for high dynamic range video. CoRR (2019)
Zhe Chen, Scott W. Linderman, Matthew A. Wilson
Bayesian nonparametric methods for discovering latent structures of rat hippocampal ensemble spikes. MLSP (2016)
Rahul Agarwal, Zhe Chen, Fabian Kloosterman, Matthew A. Wilson, Sridevi V. Sarma
A Novel Nonparametric Approach for Neural Encoding and Decoding Models of Multimodal Receptive Fields. Neural Comput. 28 (7) (2016)
Danaipat Sodkomkham, Davide Ciliberti, Matthew A. Wilson, Ken-ichi Fukui, Koichi Moriyama, Masayuki Numao, Fabian Kloosterman
Kernel density compression for real-time Bayesian encoding/decoding of unsorted hippocampal spikes. Knowl. Based Syst. 94 (2016)
Rahul Agarwal, Zhe Chen, Fabian Kloosterman, Matthew A. Wilson, Sridevi V. Sarma
Neuronal encoding models of complex receptive fields: A comparison of nonparametric and parametric approaches. CISS (2016)
Zhe Chen, Stephen N. Gomperts, Jun Yamamoto, Matthew A. Wilson
Neural Representation of Spatial Topology in the Rodent Hippocampus. Neural Comput. 26 (1) (2014)
Zhe Chen, Matthew A. Wilson
A variational nonparametric bayesian approach for inferring rat hippocampal population codes. EMBC (2013)
Zhe Chen, Fabian Kloosterman, Stuart Layton, Matthew A. Wilson
Transductive neural decoding for unsorted neuronal spikes of rat hippocampus. EMBC (2012)
Zhe Chen, Fabian Kloosterman, Emery N. Brown, Matthew A. Wilson
Uncovering spatial topology represented by rat hippocampal population neuronal codes. J. Comput. Neurosci. 33 (2) (2012)
Zhe Chen, Sujith Vijayan, ShiNung Ching, Greg Hale, Francisco J. Flores, Matthew A. Wilson, Emery N. Brown
Assessing neuronal interactions of cell assemblies during general anesthesia. EMBC (2011)
Sridevi V. Sarma, David P. Nguyen, Gabriela Czanner, Sylvia Wirth, Matthew A. Wilson, Wendy A. Suzuki, Emery N. Brown
Computing Confidence Intervals for Point Process Models. Neural Comput. 23 (11) (2011)
Zhe Chen, Fabian Kloosterman, Matthew A. Wilson, Emery N. Brown
Variational Bayesian inference for point process generalized linear models in neural spike trains analysis. ICASSP (2010)
Zhe Chen, Sujith Vijayan, Riccardo Barbieri, Matthew A. Wilson, Emery N. Brown
Discrete- and Continuous-Time Probabilistic Models and Algorithms for Inferring Neuronal UP and DOWN States. Neural Comput. 21 (7) (2009)
Ayla Ergün, Riccardo Barbieri, Uri T. Eden, Matthew A. Wilson, Emery N. Brown
Construction of Point Process Adaptive Filter Algorithms for Neural Systems Using Sequential Monte Carlo Methods. IEEE Trans. Biomed. Eng. 54 (3) (2007)
Murat Okatan, Matthew A. Wilson, Emery N. Brown
Analyzing Functional Connectivity Using a Network Likelihood Model of Ensemble Neural Spiking Activity. Neural Comput. 17 (9) (2005)
Riccardo Barbieri, Loren M. Frank, David P. Nguyen, Michael C. Quirk, Victor Solo, Matthew A. Wilson, Emery N. Brown
Dynamic Analyses of Information Encoding in Neural Ensembles. Neural Comput. 16 (2) (2004)
Riccardo Barbieri, Loren M. Frank, Michael C. Quirk, Victor Solo, Matthew A. Wilson, Emery N. Brown
Construction and analysis of non-Gaussian spatial models of neural spiking activity. Neurocomputing (2002)
Riccardo Barbieri, Loren M. Frank, Michael C. Quirk, Matthew A. Wilson, Emery N. Brown
Diagnostic methods for statistical models of place cell spiking activity. Neurocomputing (2001)
Riccardo Barbieri, Loren M. Frank, Michael C. Quirk, Matthew A. Wilson, Emery N. Brown
A time-dependent analysis of spatial information encoding in the rat hippocampus. Neurocomputing (2000)
Mayank R. Mehta, Matthew A. Wilson
From hippocampus to V1: Effect of LTP on spatio-temporal dynamics of receptive fields. Neurocomputing (2000)
Matthew A. Wilson, James M. Bower
A Computer Simulation of Oscillatory Behavior in Primary Visual Cortex. Neural Comput. 3 (4) (1991)
Matthew A. Wilson, James M. Bower
Computer Simulation of Oscillatory Behavior in Cerebral Cortical Networks. NIPS (1989)
Matthew A. Wilson, Upinder S. Bhalla, John D. Uhley, James M. Bower
GENESIS: A System for Simulating Neural Networks. NIPS (1988)
James M. Bower, Mark E. Nelson, Matthew A. Wilson, Geoffrey C. Fox, Wojtek Furmanski
Piriform (Olfactory) cortex model on the hypercube. C³P (1988)
James M. Bower, Matthew A. Wilson
A Computer Simulation of Olfactory Cortex with Functional Implications for Storage and Retrieval of Olfactory Information. NIPS (1987)