Matthew T. Kaufman

Publication Activity (10 Years)

Years Active: 2012-2021
Publications (10 Years): 5

Top Topics

Low Resolution Images

Latent Variable Models

Backpropagation Neural Network

Super Resolution Reconstruction

Top Venues

NeurIPS Datasets and Benchmarks

PLoS Comput. Biol.

Publications

Felix Pei, Joel Ye, David M. Zoltowski, Anqi Wu, Raeed H. Chowdhury, Hansem Sohn, Joseph E. O'Doherty, Krishna V. Shenoy, Matthew T. Kaufman, Mark M. Churchland, Mehrdad Jazayeri, Lee E. Miller, Jonathan W. Pillow, Il Memming Park, Eva L. Dyer, Chethan Pandarinath
Neural Latents Benchmark '21: Evaluating latent variable models of neural population activity. NeurIPS Datasets and Benchmarks (2021)
Feng Zhu, Andrew R. Sedler, Harrison A. Grier, Nauman Ahad, Mark A. Davenport, Matthew T. Kaufman, Andrea Giovannucci, Chethan Pandarinath
Deep inference of latent dynamics with spatio-temporal super-resolution using selective backpropagation through time. NeurIPS (2021)
Felix Pei, Joel Ye, David L. Zoltowski, Anqi Wu, Raeed H. Chowdhury, Hansem Sohn, Joseph E. O'Doherty, Krishna V. Shenoy, Matthew T. Kaufman, Mark M. Churchland, Mehrdad Jazayeri, Lee E. Miller, Jonathan W. Pillow, Il Memming Park, Eva L. Dyer, Chethan Pandarinath
Neural Latents Benchmark '21: Evaluating latent variable models of neural population activity. CoRR (2021)
Feng Zhu, Andrew R. Sedler, Harrison A. Grier, Nauman Ahad, Mark A. Davenport, Matthew T. Kaufman, Andrea Giovannucci, Chethan Pandarinath
Deep inference of latent dynamics with spatio-temporal super-resolution using selective backpropagation through time. CoRR (2021)
Jeffrey S. Seely, Matthew T. Kaufman, Stephen I. Ryu, Krishna V. Shenoy, John P. Cunningham, Mark M. Churchland
Tensor Analysis Reveals Distinct Population Structure that Parallels the Different Computational Roles of Areas M1 and V1. PLoS Comput. Biol. 12 (11) (2016)
Matthew T. Kaufman, Anne K. Churchland
Cognitive neuroscience: Sensory noise drives bad decisions. Nat. 496 (7444) (2013)
Benjamin R. Cowley, Matthew T. Kaufman, Mark M. Churchland, Stephen I. Ryu, Krishna V. Shenoy, Byron M. Yu
DataHigh: Graphical user interface for visualizing and interacting with high-dimensional neural activity. EMBC (2012)