Matthew A. Smith

According to our database, Matthew A. Smith authored at least 15 papers between 2007 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Automated customization of large-scale spiking network models to neuronal population activity.

Shenghao Wu, Chengcheng Huang, Adam C. Snyder, Matthew A. Smith, Brent Doiron, Byron M. Yu

Nat. Comput. Sci., September, 2024

2020

Latent Dynamic Factor Analysis of High-Dimensional Neural Recordings.

Heejong Bong, Zongge Liu, Zhao Ren, Matthew A. Smith, Valérie Ventura, Robert E. Kass

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

2018

Adjusted regularization of cortical covariance.

Giuseppe Vinci, Valérie Ventura, Matthew A. Smith, Robert E. Kass

J. Comput. Neurosci., 2018

2017

Adaptive stimulus selection for optimizing neural population responses.

Benjamin R. Cowley, Ryan C. Williamson, Katerina Clemens, Matthew A. Smith, Byron M. Yu

Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

Distance Covariance Analysis.

Benjamin Cowley, João D. Semedo, Amin Zandvakili, Matthew A. Smith, Adam Kohn, Byron M. Yu

Proceedings of the 20th International Conference on Artificial Intelligence and Statistics, 2017

2016

Scaling Properties of Dimensionality Reduction for Neural Populations and Network Models.

Ryan C. Williamson, Benjamin R. Cowley, Ashok Litwin-Kumar, Brent Doiron, Adam Kohn, Matthew A. Smith, Byron M. Yu

PLoS Comput. Biol., 2016

Stimulus-Driven Population Activity Patterns in Macaque Primary Visual Cortex.

Benjamin R. Cowley, Matthew A. Smith, Adam Kohn, Byron M. Yu

PLoS Comput. Biol., 2016

Separating Spike Count Correlation from Firing Rate Correlation.

Giuseppe Vinci, Valérie Ventura, Matthew A. Smith, Robert E. Kass

Neural Comput., 2016

2015

Establishing a Statistical Link between Network Oscillations and Neural Synchrony.

Pengcheng Zhou, Shawn D. Burton, Adam C. Snyder, Matthew A. Smith, Nathaniel N. Urban, Robert E. Kass

PLoS Comput. Biol., 2015

2014

Fast and Improved SLEX Analysis of High-Dimensional Time Series.

Ahmed Hefny, Robert E. Kass, Sanjeev Khanna, Matthew A. Smith, Geoffrey J. Gordon

Proceedings of the Machine Learning and Interpretation in Neuroimaging, 2014

2013

Variance in population firing rate as a measure of slow time-scale correlation.

Adam C. Snyder, Michael J. Morais, Matthew A. Smith

Frontiers Comput. Neurosci., 2013

2011

Glass patterns.

Leon Glass, Matthew A. Smith

Scholarpedia, 2011

2010

Local field potentials indicate network state and account for neuronal response variability.

Ryan C. Kelly, Matthew A. Smith, Robert E. Kass, Tai Sing Lee

J. Comput. Neurosci., 2010

Accounting for network effects in neuronal responses using L1 regularized point process models.

Ryan C. Kelly, Matthew A. Smith, Robert E. Kass, Tai Sing Lee

Proceedings of the Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010. Proceedings of a meeting held 6-9 December 2010, 2010

2007

How do stimulus-dependent correlations between V1 neurons affect neural coding?

Fernando Montani, Adam Kohn, Matthew A. Smith, Simon R. Schultz

Neurocomputing, 2007