Published works affiliated with MarkoLab

Publications

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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

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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

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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

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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

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Flexible scaling and persistence of social vocal communication

Chen J, Markowitz JE, Lilascharoen V, Taylor S, Sheurpukdi P, Keller JA, Jensen JR, Lim BK, Datta SR, Stowers L.

Nature May, 2021

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Revealing the structure of pharmacobehavioral space through motion sequencing

Wiltschko AB, Tsukahara T, Zeine A, Anyoha R, Gillis WF, Markowitz JE, Peterson RE, Katon J, Johnson MJ, Datta SR.

Nature Neuroscience November, 2020

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The striatum specifies the statistics of behavior

Markowitz JE, Datta SR.

Neuropsychopharmacology January, 2020

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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

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The Striatum Organizes 3D Behavior via Moment-to-Moment Action Selection

Markowitz JE, Gillis WF, Beron CC, Neufeld SQ, Robertson K, Bhagat ND, Peterson RE, Peterson E, Hyun M, Linderman SW, Sabatini BL, Datta SR.

Cell. June, 2018

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Dynamic illumination of spatially restricted or large brain volumes via a single tapered optical fiber

Pisanello F, Mandelbaum G, Pisanello M, Oldenburg IA, Sileo L, Markowitz JE, Peterson RE, Della Patria A, Haynes TM, Emara MS, Spagnolo B, Datta SR, De Vittorio M, Sabatini BL.

Nature Neuroscience August, 2017