Matthew A. Smith

Publication Activity (10 Years)

Years Active: 2007-2020
Publications (10 Years): 8

Top Topics

Preferential Attachment

Regularization Framework

Covariance Matrices

Top Venues

PLoS Comput. Biol.

J. Comput. Neurosci.

Publications

Heejong Bong, Zongge Liu, Zhao Ren, Matthew A. Smith, Valérie Ventura, Robert E. Kass
Latent Dynamic Factor Analysis of High-Dimensional Neural Recordings. NeurIPS (2020)
Giuseppe Vinci, Valérie Ventura, Matthew A. Smith, Robert E. Kass
Adjusted regularization of cortical covariance. J. Comput. Neurosci. 45 (2) (2018)
Benjamin Cowley, João D. Semedo, Amin Zandvakili, Matthew A. Smith, Adam Kohn, Byron M. Yu
Distance Covariance Analysis. AISTATS (2017)
Benjamin R. Cowley, Ryan C. Williamson, Katerina Clemens, Matthew A. Smith, Byron M. Yu
Adaptive stimulus selection for optimizing neural population responses. NIPS (2017)
Ryan C. Williamson, Benjamin R. Cowley, Ashok Litwin-Kumar, Brent Doiron, Adam Kohn, Matthew A. Smith, Byron M. Yu
Scaling Properties of Dimensionality Reduction for Neural Populations and Network Models. PLoS Comput. Biol. 12 (12) (2016)
Benjamin R. Cowley, Matthew A. Smith, Adam Kohn, Byron M. Yu
Stimulus-Driven Population Activity Patterns in Macaque Primary Visual Cortex. PLoS Comput. Biol. 12 (12) (2016)
Giuseppe Vinci, Valérie Ventura, Matthew A. Smith, Robert E. Kass
Separating Spike Count Correlation from Firing Rate Correlation. Neural Comput. 28 (5) (2016)
Pengcheng Zhou, Shawn D. Burton, Adam C. Snyder, Matthew A. Smith, Nathaniel N. Urban, Robert E. Kass
Establishing a Statistical Link between Network Oscillations and Neural Synchrony. PLoS Comput. Biol. 11 (10) (2015)
Ahmed Hefny, Robert E. Kass, Sanjeev Khanna, Matthew A. Smith, Geoffrey J. Gordon
Fast and Improved SLEX Analysis of High-Dimensional Time Series. MLINI@NIPS (2014)
Adam C. Snyder, Michael J. Morais, Matthew A. Smith
Variance in population firing rate as a measure of slow time-scale correlation. Frontiers Comput. Neurosci. 7 (2013)
Leon Glass, Matthew A. Smith
Glass patterns. Scholarpedia 6 (8) (2011)
Ryan C. Kelly, Matthew A. Smith, Robert E. Kass, Tai Sing Lee
Local field potentials indicate network state and account for neuronal response variability. J. Comput. Neurosci. 29 (3) (2010)
Ryan C. Kelly, Matthew A. Smith, Robert E. Kass, Tai Sing Lee
Accounting for network effects in neuronal responses using L1 regularized point process models. NIPS (2010)
Fernando Montani, Adam Kohn, Matthew A. Smith, Simon R. Schultz
How do stimulus-dependent correlations between V1 neurons affect neural coding? Neurocomputing 70 (10-12) (2007)