Papers

2020

Duchet B, Weerasinghe G, Cagnan H, Brown P, Bick C, Bogacz R

Phase-dependence of response curves to deep brain stimulation and their relationship: from essential tremor patient data to a Wilson-Cowan model.

2020. J. Math. Neurosci., 10(1):4.

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PMC7105566

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2019

Richards BA, Lillicrap TP, Beaudoin P, Bengio Y, Bogacz R, Christensen A, Clopath C, Costa RP, de Berker A, Ganguli S, Gillon CJ, Hafner D, Kepecs A, Kriegeskorte N, Latham P, Lindsay GW, Miller KD, Naud R, Pack CC, Poirazi P, Roelfsema P, Sacramento J, Saxe A, Scellier B, Schapiro AC, Senn W, Wayne G, Yamins D, Zenke F, Zylberberg J, Therien D, Kording KP

A deep learning framework for neuroscience.

2019. Nat. Neurosci., 22:1761-1770.

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PMC7115933

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Weerasinghe G, Duchet B, Cagnan H, Brown P, Bick C, Bogacz R

Predicting the effects of deep brain stimulation using a reduced coupled oscillator model.

2019. PLoS Comput. Biol., 15(8):e1006575.

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PMC6701819

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Möller M, Bogacz R

Learning the payoffs and costs of actions.

2019. PLoS Comput. Biol., 15(2):e1006285.

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PMC6413954

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Whittington JCR, Bogacz R

Theories of Error Back-Propagation in the Brain.

2019. Trends Cogn. Sci., 23, 235-250

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PMC6382460

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2018

Moraud EM, Tinkhauser G, Agrawal M, Brown P, Bogacz R

Predicting beta bursts from local field potentials to improve closed-loop DBS paradigms in Parkinson’s patients

2018. Conf Proc IEEE Eng Med Biol Soc., 2018:3766-3769

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PMC6277014

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Cieślak PE, Ahn WY, Bogacz R, Rodriguez Parkitna J

Selective Effects of the Loss of NMDA or mGluR5 Receptors in the Reward System on Adaptive Decision-Making.

2018. eNeuro. 5(4):e0331-18.2018

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PMC6175304

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Malhotra G, Leslie DS, Ludwig CJ, Bogacz R

Time-varying decision boundaries: insights from optimality analysis.

2018.Psychon Bull Rev, 25(3):971-996.

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PMC5990589

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Leimbach F, Georgiev D, Litvak V, Antoniades C, Limousin P, Jahanshahi M, Bogacz R

Deep Brain Stimulation of the Subthalamic Nucleus Does Not Affect the Decrease of Decision Threshold during the Choice Process When There Is No Conflict, Time Pressure, or Reward.

2018.J Cogn Neurosci, 30(6):876-884.

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PMC6037388

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Groschner LN, Chan Wah Hak L, Bogacz R, DasGupta S, Miesenböck G

Dendritic Integration of Sensory Evidence in Perceptual Decision-Making.

2018. Cell, 173(4):894-905.

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PMC5947940

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