Jan Drugowitsch

Jan Drugowitsch, Ph.D.

Associate Professor of Neurobiology, Harvard Medical School
Drugowitsch Lab Website

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Jan Drugowitsch, PhD

Associate Professor of Neurobiology
Department of Neurobiology, Harvard Medical School

Email: jan_drugowitsch@hms.harvard.edu
Website: Drugowitsch Lab website – more information about Jan Drugowitsch’s research (opens in a new tab)

The Aim

The Drugowitsch Lab develops computational models for how the brain makes decisions and navigates under uncertainty.

The Impact

Our brains are remarkably good at making sense of the world that surrounds us in order to act and navigate, even if they only get messy and incomplete information from our senses. Our lab combines tools from neuroscience, machine learning, and physics to figure out how networks of neurons interpret such messy signals to guide behavior. These studies reveal core principles for how healthy brains think, decide, and learn, and could help us better understand brain disorders that affect our decision‑making and navigation abilities. In the long run, this could inform new treatments and more effective technologies for intervention in conditions such as schizophrenia, ADHD, OCD, and anxiety.

A Closer Look

Publications View
Efficient Exact Gaussian Process Inference via Incremental Block-Matrix Identity Updates.
Authors: Authors: Musangu BM, Drugowitsch J.
Neural Comput
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Distributed control circuits across a brain-and-cord connectome.
Authors: Authors: Bates AS, Phelps JS, Kim M, Yang HH, Matsliah A, Ajabi Z, Perlman E, Delgado KM, Osman MAM, Salmon CK, Gager J, Silverman B, Renauld S, Salman F, Patel J, Collie MF, Fan J, Pacheco DA, Zhao Y, Zhang W, Capdevila LS, Roberts RJV, Munnelly EJ, Griggs N, Langley H, Moya-Llamas B, Zhang Z, Maloney RT, Yu SC, Sterling AR, Sorek M, Kruk K, Serafetinidis N, Dhawan S, Klemm F, Brooks P, Lesser E, Jones JM, Pierce-Lundgren SE, Lee SY, Luo Y, Cook AP, McKim TH, Giakoumas DS, Gorko B, Ellis-Joyce J, Zhang J, Kophs EC, Falt T, Negron-Morales AM, Burke A, Hebditch J, Willie KP, Willie R, Popovych S, Kemnitz N, Ih D, Lee K, Lu R, Halageri A, Bae JA, Jourdan B, Schwartzman G, Demarest DD, Behnke E, Bland D, Kristiansen A, Skelton J, Stocks T, Garner D, Hernandez A, Kumar S, Daly KC, Dorkenwald S, Collman F, Suver MP, Fenk LM, Pankratz MJ, Yao Z, Wang F, Huston SJ, Stürner T, Jefferis GSXE, Eichler K, Seeds AM, Hampel S, Agrawal S, Okubo TS, Zandawala M, Macrina T, Adjavon DY, Funke J, Tuthill JC, Azevedo A, Seung HS, de Bivort BL, Murthy M, Drugowitsch J, Wilson RI, Lee WA.
Nature
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Competitive integration of time and reward explains value-sensitive foraging decisions and frontal cortex ramping dynamics.
Authors: Authors: Bukwich M, Campbell MG, Zoltowski D, Kingsbury L, Tomov MS, Stern J, Kim HR, Drugowitsch J, Linderman SW, Uchida N.
Neuron
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Distributed control circuits across a brain-and-cord connectome.
Authors: Authors: Bates AS, Phelps JS, Kim M, Yang HH, Matsliah A, Ajabi Z, Perlman E, Delgado KM, Osman MAM, Salmon CK, Gager J, Silverman B, Renauld S, Collie MF, Fan J, Pacheco DA, Zhao Y, Patel J, Zhang W, Serratosa Capdevilla L, Roberts RJV, Munnelly EJ, Griggs N, Langley H, Moya-Llamas B, Maloney RT, Yu SC, Sterling AR, Sorek M, Kruk K, Serafetinidis N, Dhawan S, Stürner T, Klemm F, Brooks P, Lesser E, Jones JM, Pierce-Lundgren SE, Lee SY, Luo Y, Cook AP, McKim TH, Kophs EC, Falt T, Negrón Morales AM, Burke A, Hebditch J, Willie KP, Willie R, Popovych S, Kemnitz N, Ih D, Lee K, Lu R, Halageri A, Bae JA, Jourdan B, Schwartzman G, Demarest DD, Behnke E, Bland D, Kristiansen A, Skelton J, Stocks T, Garner D, Salman F, Daly KC, Hernandez A, Kumar S, Dorkenwald S, Collman F, Suver MP, Fenk LM, Pankratz MJ, Jefferis GSXE, Eichler K, Seeds AM, Hampel S, Agrawal S, Zandawala M, Macrina T, Adjavon DY, Funke J, Tuthill JC, Azevedo A, Seung HS, de Bivort BL, Murthy M, Drugowitsch J, Wilson RI, Lee WA.
bioRxiv
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Multimodal cue integration and learning in a neural representation of head direction.
Authors: Authors: Basnak MA, Kutschireiter A, Okubo TS, Chen A, Gorelik P, Drugowitsch J, Wilson RI.
Nat Neurosci
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A unifying theory of receptive field heterogeneity predicts hippocampal spatial tuning.
Authors: Authors: Cohen Z, Drugowitsch J.
bioRxiv
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Hierarchical Vector Analysis of Visual Motion Perception.
Authors: Authors: Gershman SJ, Bill J, Drugowitsch J.
Annu Rev Vis Sci
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An opponent striatal circuit for distributional reinforcement learning.
Authors: Authors: Lowet AS, Zheng Q, Meng M, Matias S, Drugowitsch J, Uchida N.
Nature
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Nerve injury disrupts temporal processing in the spinal cord dorsal horn through alterations in PV+ interneurons.
Authors: Authors: Rankin G, Chirila AM, Emanuel AJ, Zhang Z, Woolf CJ, Drugowitsch J, Ginty DD.
Cell Rep
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An opponent striatal circuit for distributional reinforcement learning.
Authors: Authors: Lowet AS, Zheng Q, Meng M, Matias S, Drugowitsch J, Uchida N.
bioRxiv
View full abstract on Pubmed