Publications

Act natural: a review of new methods for assessing dopamine’s role in natural behavior

Markowitz JE.

Current Opinion in Behavioral Sciences May, 2025

Inverse Reinforcement Learning with Switching Rewards and History Dependency for Characterizing Animal Behaviors

Ke J, Wu F, Wang J, Markowitz JE, Wu A.

arXiv January, 2025

High-resolution in vivo kinematic tracking with injectable fluorescent nanoparticles

Ulutas EZ, Pradhan A, Koveal D, Markowitz JE.

bioRxiv October, 2024

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

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

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

The striatum specifies the statistics of behavior

Markowitz JE, Datta SR.

Neuropsychopharmacology January, 2020

Published works affiliated with MarkoLab