Papers | mrcbndu

Uncertainty-guided learning with scaled prediction errors in the basal ganglia.

2022. PLoS Comput Biol, 18(5)e1009816.

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PMC9182698

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1.21 MB

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Lefebvre G

Summerfield C

A Normative Account of Confirmation Bias During Reinforcement Learning.

2022. Neural Comput, 34(2):307-337.

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PMC7612695

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3.08 MB

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Zamora M

Meller S

Kajin F

Sermon JJ

Toth R

Benjaber M

Dijk DJ

Worrell G

Valentin A

Volk HA

Denison T

Case Report: Embedding "Digital Chronotherapy" Into Medical Devices-A Canine Validation for Controlling Status Epilepticus Through Multi-Scale Rhythmic Brain Stimulation.

2021. Front Neurosci, 15:734265.

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PMC8498587

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1.97 MB

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Salvatori T

Song Y

Hong Y

Sha L

Frieder S

Xu Z

Lukasiewicz T

Associative Memories via Predictive Coding.

2021. Adv. Neural Inf. Process Syst., 34:3874-3886.

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PMC7612799

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2.18 MB

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van Swieten MMH

Manohar S

Hunger improves reinforcement-driven but not planned action.

2021. Cogn Affect Behav Neurosci, 21(6):1196-1206.

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PMC8563670

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1.12 MB

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Oswal A

Cao C

Yeh CH

Neumann WJ

Gratwicke J

Akram H

Horn A

Li D

Zhan S

Zhang C

Wang Q

Zrinzo L

Foltynie T

Limousin P

Sun B

Husain M

Litvak V

Neural signatures of hyperdirect pathway activity in Parkinson's disease.

2021. Nat Commun, 12(1):5185.

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PMC8408177

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4.16 MB

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Moeller M

Grohn J

Manohar S

An association between prediction errors and risk-seeking: Theory and behavioral evidence.

2021. PLoS Comput Biol, 17(7)e1009213.

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PMC8318232

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1.58 MB

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Weerasinghe G

Bick C

Optimal closed-loop deep brain stimulation using multiple independently controlled contacts

2021. PLoS Comput. Biol., 17(8):e1009281.

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PMC8405008

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3.01 MB

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Ghezzi F

Weerasinghe G

Tinkhauser G

Kühn AA

Bick C

Average beta burst duration profiles provide a signature of dynamical changes between the ON and OFF medication states in Parkinson's disease.

2021. PLoS Comput Biol, 17(7)e1009116.

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PMC8263069

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4.04 MB

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Weerasinghe G

Bick C

Optimizing deep brain stimulation based on isostable amplitude in essential tremor patient models.

2021. J Neural Eng, 18(4):046023.

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PMC7610712

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2.97 MB

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Song Y

Lukasiewicz T

Xu Z

Can the Brain Do Backpropagation? -Exact Implementation of Backpropagation in Predictive Coding Networks.

2020. Adv Neural Inf Process Syst, 33:22566-22579.

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PMC7610561

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635.93 KB

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Dopamine role in learning and action inference.

2020. eLife, 9:e53262

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PMC7392608

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1.42 MB

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van Swieten MMH

Modeling the effects of motivation on choice and learning in the basal ganglia.

2020. PLoS Comput. Biol., 16(5):e1007465.

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PMC7274475

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Weerasinghe G

Bick C

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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4.54 MB

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Richards BA

Lillicrap TP

Beaudoin P

Bengio Y

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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1.71 MB

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Weerasinghe G

Bick C

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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2.63 MB

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Möller M

Learning the payoffs and costs of actions.

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

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PMC6413954

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2.97 MB

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Whittington JCR

Theories of Error Back-Propagation in the Brain.

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

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PMC6382460

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2.21 MB

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Moraud EM

Tinkhauser G

Agrawal M

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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1.41 MB

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Cieślak PE

Ahn WY

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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2.25 MB

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Malhotra G

Leslie DS

Ludwig CJ

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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2.92 MB

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Leimbach F

Georgiev D

Litvak V

Antoniades C

Limousin P

Jahanshahi M

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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373.81 KB

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Groschner LN

Chan Wah Hak L

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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11.31 MB

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Herz DM

Little S

Pedrosa D

Tinkhauser G

Cheeran B

Foltynie T

Mechanisms Underlying Decision-Making as Revealed by Deep-Brain Stimulation in Patients with Parkinson's Disease.

2018. Curr. Biol., 28(8):1169-1178.e6.

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PMC5912902

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2.66 MB

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Grogan J

Tsivos D

Smith L

Knight BE