Publications
You can visit our Google Scholar page for the full list of publications.
"Compact deep neural network models of visual cortex."
B.R. Cowley, P.L. Stan, J.W. Pillow*, M.A. Smith*.
bioRxiv, 2023.
[ TweePrint]
"One-to-one mapping between deep network units and real neurons uncovers a visual population code for social behavior."
B.R. Cowley, A.J. Calhoun, N. Rangarajan, J.W. Pillow*, M. Murthy*.
bioRxiv, 2022.
[ code]
[ TweePrint]
"Bridging neuronal correlations and dimensionality reduction."
A. Umakantha*, R. Morina*, B.R. Cowley*, A.C. Snyder, M.A. Smith, B.M. Yu.
Neuron, 2021.
[ code]
"High-contrast 'gaudy' images improve the training of deep neural network models of visual cortex."
B.R. Cowley and J.W. Pillow.
NeurIPS, 2020.
[ code]
"Slow drift of neural activity as a signature of impulsivity in macaque visual and prefrontal cortex."
B.R. Cowley, A.C. Snyder, K. Acar, R.C. Williamson, B.M. Yu*, M.A. Smith*.
Neuron, 2020.
"Adaptive stimulus selection to optimize a population of neurons."
B.R. Cowley, R.C. Williamson, K. Clemens, M.A. Smith, B.M. Yu.
Advances in Neural Information Processing Systems (NIPS), pp. 1395-1405, 2017.
"Distance Covariance Analysis."
B.R. Cowley, J.S. Semedo, A. Zandvakili, M.A. Smith, A. Kohn, B.M. Yu.
AISTATS, pp. 242-251, 2017.
[Supplementals],
[ code]
"Scaling properties of dimensionality reduction for neural populations and network models."
R.C. Williamson, B.R. Cowley, A. Litwin-Kumar, B. Doiron, A. Kohn, M.A. Smith*, B.M. Yu*.
PLoS Comput Biol, 12(12): e1005141, 2016.
"Stimulus-driven population activity patterns in macaque primary visual cortex."
B.R. Cowley, M.A. Smith, A. Kohn, B.M. Yu.
PLoS Comput Biol, 12(12): e1005185, 2016.
"DataHigh: Graphical user interface for visualizing and interacting with high-dimensional neural activity."
B.R. Cowley, M. T. Kaufman, Z. S. Butler, M. M. Churchland, S. I. Ryu, K. V. Shenoy, and B. M. Yu.
J Neural Eng, vol. 10, 2013, 066012.
[ code],
[website]