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ORCIDMatthew A. Smith 0001
Person information
- affiliation: Carnegie Mellon University, Center for Neural Basis of Cognition, Pittsburgh, PA, USA
- affiliation: University of Pittsburgh, Department of Ophthalmology, Pittsburgh, PA, USA
Other persons with the same name
- Matthew A. Smith — disambiguation page
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Journal Articles
- 2024
[j10]Shenghao Wu
, Chengcheng Huang, Adam C. Snyder, Matthew A. Smith, Brent Doiron, Byron M. Yu:
Automated customization of large-scale spiking network models to neuronal population activity. Nat. Comput. Sci. 4(9): 690-705 (2024)- 2018
- [j9]Giuseppe Vinci, Valérie Ventura, Matthew A. Smith, Robert E. Kass:
Adjusted regularization of cortical covariance. J. Comput. Neurosci. 45(2): 83-101 (2018) - 2016
- [j8]Giuseppe Vinci, Valérie Ventura, Matthew A. Smith, Robert E. Kass:
Separating Spike Count Correlation from Firing Rate Correlation. Neural Comput. 28(5): 849-881 (2016) - [j7]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) - [j6]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) - 2015
- [j5]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) - 2013
- [j4]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: 176 (2013) - 2011
- [j3]Leon Glass, Matthew A. Smith:
Glass patterns. Scholarpedia 6(8): 9594 (2011) - 2010
- [j2]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): 567-579 (2010) - 2007
- [j1]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): 1782-1787 (2007)
Conference and Workshop Papers
- 2020
- [c5]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 - 2017
- [c4]Benjamin Cowley, João D. Semedo, Amin Zandvakili, Matthew A. Smith, Adam Kohn, Byron M. Yu:
Distance Covariance Analysis. AISTATS 2017: 242-251 - [c3]Benjamin R. Cowley, Ryan C. Williamson, Katerina Clemens, Matthew A. Smith, Byron M. Yu:
Adaptive stimulus selection for optimizing neural population responses. NIPS 2017: 1396-1406 - 2014
- [c2]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: 94-103 - 2010
- [c1]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: 1099-1107
Coauthor Index
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