Matthew A. Smith

17 papers A* 2A 1Journal 11Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
Cross-population amplitude coupling in high-dimensional oscillatory neural time series.
Frontiers Comput. Neurosci.
Heejong Bong, Valérie Ventura, Eric A. Yttri, Matthew A. Smith, Robert E. Kass
2024 J jnl
Automated customization of large-scale spiking network models to neuronal population activity.
Nat. Comput. Sci.
Shenghao Wu, Chengcheng Huang, Adam C. Snyder, Matthew A. Smith, Brent Doiron, Byron M. Yu
2024 A* conf
MiSO: Optimizing brain stimulation to create neural activity states.
NeurIPS
Yuki Minai, Joana Soldado-Magraner, Matthew A. Smith, Byron M. Yu
2020 A* conf
Latent Dynamic Factor Analysis of High-Dimensional Neural Recordings.
NeurIPS
Heejong Bong, Zongge Liu, Zhao Ren, Matthew A. Smith, Valérie Ventura, Robert E. Kass
2018 J jnl
Adjusted regularization of cortical covariance.
J. Comput. Neurosci.
Giuseppe Vinci, Valérie Ventura, Matthew A. Smith, Robert E. Kass
2017 — conf
Adaptive stimulus selection for optimizing neural population responses.
NIPS
Benjamin R. Cowley, Ryan C. Williamson, Katerina Clemens, Matthew A. Smith, Byron M. Yu
2017 A conf
Distance Covariance Analysis.
AISTATS
Benjamin Cowley, João D. Semedo, Amin Zandvakili, Matthew A. Smith, Adam Kohn, Byron M. Yu
2016 J jnl
Scaling Properties of Dimensionality Reduction for Neural Populations and Network Models.
PLoS Comput. Biol.
Ryan C. Williamson, Benjamin R. Cowley, Ashok Litwin-Kumar, Brent Doiron, Adam Kohn, Matthew A. Smith, Byron M. Yu
2016 J jnl
Separating Spike Count Correlation from Firing Rate Correlation.
Neural Comput.
Giuseppe Vinci, Valérie Ventura, Matthew A. Smith, Robert E. Kass
2016 J jnl
Stimulus-Driven Population Activity Patterns in Macaque Primary Visual Cortex.
PLoS Comput. Biol.
Benjamin R. Cowley, Matthew A. Smith, Adam Kohn, Byron M. Yu
2015 J jnl
Establishing a Statistical Link between Network Oscillations and Neural Synchrony.
PLoS Comput. Biol.
Pengcheng Zhou, Shawn D. Burton, Adam C. Snyder, Matthew A. Smith, Nathaniel N. Urban, Robert E. Kass
2014 — conf
Fast and Improved SLEX Analysis of High-Dimensional Time Series.
MLINI@NIPS
Ahmed Hefny, Robert E. Kass, Sanjeev Khanna, Matthew A. Smith, Geoffrey J. Gordon
2013 J jnl
Variance in population firing rate as a measure of slow time-scale correlation.
Frontiers Comput. Neurosci.
Adam C. Snyder, Michael J. Morais, Matthew A. Smith
2011 J jnl
Glass patterns.
Scholarpedia
Leon Glass, Matthew A. Smith
2010 — conf
Accounting for network effects in neuronal responses using L1 regularized point process models.
NIPS
Ryan C. Kelly, Matthew A. Smith, Robert E. Kass, Tai Sing Lee
2010 J jnl
Local field potentials indicate network state and account for neuronal response variability.
J. Comput. Neurosci.
Ryan C. Kelly, Matthew A. Smith, Robert E. Kass, Tai Sing Lee
2007 J jnl
How do stimulus-dependent correlations between V1 neurons affect neural coding?
Neurocomputing
Fernando Montani, Adam Kohn, Matthew A. Smith, Simon R. Schultz