Dr. Benjamin R. Cowley

Post-doc at Princeton University

Publications

You can visit my Google Scholar page for my full list of publications.

"One-to-one mapping between deep network units and real neurons uncovers a visual population code for social behavior."
by B.R. Cowley, A.J. Calhoun, N. Rangarajan, J.W. Pillow*, M. Murthy*. bioRxiv, 2022.

"Bridging neuronal correlations and dimensionality reduction."
by A. Umakantha*, R. Morina*, B.R. Cowley*, A.C. Snyder, M.A. Smith, B.M. Yu. Neuron, 2021.
bioRxiv paper.pdf

"High-contrast 'gaudy' images improve the training of deep neural network models of visual cortex."
by B.R. Cowley and J.W. Pillow. NeurIPS, 2020.

"Slow drift of neural activity as a signature of impulsivity in macaque visual and prefrontal cortex."
by B.R. Cowley, A.C. Snyder, K. Acar, R.C. Williamson, B.M. Yu*, M.A. Smith*. Neuron, 2020. bioRxiv paper.pdf

"Adaptive stimulus selection to optimize a population of neurons."
by 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."
by B.R. Cowley, J.S. Semedo, A. Zandvakili, M.A. Smith, A. Kohn, B.M. Yu. AISTATS, pp. 242-251, 2017. Supp.

"Scaling properties of dimensionality reduction for neural populations and network models."
by 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."
by 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."
by 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.