BehaveNet: nonlinear embedding and Bayesian neural decoding of behavioral videos

Batty E, Whiteway M, Saxena S, Biderman D, Abe T, Musall S, Gillis W, Markowitz J, Churchland A, Cunningham J, Datta S, Linderman S, Paninski L.

Advances in Neural Information Processing Systems July, 2019

Other Publications

Spontaneous behaviour is structured by reinforcement without explicit reward

Markowitz JE, Gillis WF, Jay M, Wood J, Harris RW, Cieszkowski R, Scott R, Brann D, Koveal D, Kula T, Weinreb C, Osman MAM, Pinto SR, Uchida N, Linderman SW, Sabatini BL, Datta SR.

Nature June, 2023

Hidden behavioral fingerprints in epilepsy

Gschwind T, Zeine A, Raikov I, Markowitz JE, Gillis WF, Felong S, Isom LL, Datta SR, Soltesz I.

Neuron June, 2023

Striatal dopamine explains novelty-induced behavioral dynamics and individual variability in threat prediction

Akiti K, Tsutsui-Kimura I, Xie Y, Mathis A, Markowitz JE, Anyoha R, Datta SR, Mathis MW, Uchida N, Watabe-Uchida M.

Neuron November, 2022

Distinguishing discrete and continuous behavioral variability using warped autoregressive HMMs

Costacurta J, Duncker L, Sheffer B, Gillis W, Weinreb C, Markowitz J, Datta S, Williams A, Linderman S.

Advances in Neural Information Processing Systems July, 2022

Published works affiliated with MarkoLab