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(6)
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Prof. Rafal Bogacz
(72)
2022
Unit Publication
Weerasinghe G
Bogacz R
Patent Application: Deep brain stimulation
2022. WO/2022/029445
Full Text PDF
3.95 MB
Unit Publication
Lefebvre G
Summerfield C
Bogacz R
A Normative Account of Confirmation Bias During Reinforcement Learning.
2022. Neural Comput., 34(2):307-337.
Free Full Text at Europe PMC
PMC7612695
Full Text PDF
4.69 MB
2021
Unit Publication
van Swieten MMH
Bogacz R
Manohar S
Hunger improves reinforcement-driven but not planned action.
2021. Cogn Affect Behav Neurosci, 21(6):1196-1206.
Free Full Text at Europe PMC
PMC8563670
Full Text PDF
1.07 MB
Unit Publication
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
Bogacz R
Sun B
Husain M
Brown P
Litvak V
Neural signatures of hyperdirect pathway activity in Parkinson's disease.
2021. Nat. Commun., 12(1):5185.
Free Full Text at Europe PMC
PMC8408177
Full Text PDF
4.09 MB
Unit Publication
Moeller M
Grohn J
Manohar S
Bogacz R
An association between prediction errors and risk-seeking: Theory and behavioral evidence.
2021. PLoS Comput. Biol., 17(7):e1009213.
Free Full Text at Europe PMC
PMC8318232
Full Text PDF
1.49 MB
Unit Publication
Weerasinghe G
Duchet B
Bick C
Bogacz R
Optimal closed-loop deep brain stimulation using multiple independently controlled contacts
2021. PLoS Comput. Biol., 17(8):e1009281.
Free Full Text at Europe PMC
PMC8405008
Full Text PDF
3.01 MB
Unit Publication
Duchet B
Ghezzi F
Weerasinghe G
Tinkhauser G
Kühn AA
Brown P
Bick C
Bogacz R
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.
Free Full Text at Europe PMC
PMC8263069
Full Text PDF
3.91 MB
Unit Publication
Duchet B
Weerasinghe G
Bick C
Bogacz R
Optimizing deep brain stimulation based on isostable amplitude in essential tremor patient models.
2021. J. Neural Eng., 18(4):046023.
Free Full Text at Europe PMC
PMC7610712
Full Text PDF
2.89 MB
2020
Unit Publication
Song Y
Lukasiewicz T
Xu Z
Bogacz R
Can the Brain Do Backpropagation? -Exact Implementation of Backpropagation in Predictive Coding Networks.
2020. Adv Neural Inf Process Syst, 33:22566-22579.
Free Full Text at Europe PMC
PMC7610561
Full Text PDF
635.93 KB
Unit Publication
Bogacz R
Dopamine role in learning and action inference.
2020. eLife, 9:e53262
Free Full Text at Europe PMC
PMC7392608
Full Text PDF
1.42 MB
Unit Publication
van Swieten MMH
Bogacz R
Modeling the effects of motivation on choice and learning in the basal ganglia.
2020. PLoS Comput. Biol., 16(5):e1007465.
Free Full Text at Europe PMC
PMC7274475
Full Text PDF
1.8 MB
Unit Publication
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.
Free Full Text at Europe PMC
PMC7105566
Full Text PDF
4.54 MB
2019
Unit Publication
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.
Free Full Text at Europe PMC
PMC7115933
Full Text PDF
1.71 MB
Unit Publication
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.
Free Full Text at Europe PMC
PMC6701819
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2.63 MB
Unit Publication
Möller M
Bogacz R
Learning the payoffs and costs of actions.
2019. PLoS Comput. Biol., 15(2):e1006285.
Free Full Text at Europe PMC
PMC6413954
Full Text PDF
2.97 MB
Unit Publication
Whittington JCR
Bogacz R
Theories of Error Back-Propagation in the Brain.
2019. Trends Cogn. Sci., 23, 235-250
Free Full Text at Europe PMC
PMC6382460
Full Text PDF
2.21 MB
2018
Unit Publication
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
Free Full Text at Europe PMC
PMC6277014
Full Text PDF
1.41 MB
Unit Publication
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
Free Full Text at Europe PMC
PMC6175304
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2.25 MB
Unit Publication
Malhotra G
Leslie DS
Ludwig CJ
Bogacz R
Time-varying decision boundaries: insights from optimality analysis.
2018.Psychon Bull Rev, 25(3):971-996.
Free Full Text at Europe PMC
PMC5990589
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2.92 MB
Unit Publication
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.
Free Full Text at Europe PMC
PMC6037388
Full Text PDF
373.81 KB
Unit Publication
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.
Free Full Text at Europe PMC
PMC5947940
Full Text PDF
11.31 MB
Unit Publication
Herz DM
Little S
Pedrosa D
Tinkhauser G
Cheeran B
Foltynie T
Bogacz R
Brown P
Mechanisms Underlying Decision-Making as Revealed by Deep-Brain Stimulation in Patients with Parkinson's Disease.
2018. Curr. Biol., 28(8):1169-1178.e6.
Free Full Text at Europe PMC
PMC5912902
Full Text PDF
2.66 MB
2017
Unit Publication
Grogan J
Tsivos D
Smith L
Knight BE
Bogacz R
Whone AL
Coulthard EJ
Effects of dopamine on reinforcement learning and consolidation in Parkinson's disease.
2017. eLife;6:e26801
Free Full Text at Europe PMC
PMC5531832
Full Text PDF
1.21 MB
Unit Publication
Malhotra G
Leslie DS
Ludwig CJ
Bogacz R
Overcoming indecision by changing the decision boundary.
2017.J Exp Psychol Gen, 146(6):776-805.
Free Full Text at Europe PMC
PMC5459222
Full Text PDF
3.9 MB
Unit Publication
Gillies MJ
Hyam JA
Weiss AR
Antoniades CA
Bogacz R
Fitzgerald JJ
Aziz TZ
Whittington MA
Green AL
The Cognitive Role of the Globus Pallidus interna; Insights from Disease States.
2017.Exp Brain Res, 235(5):1455-1465.
Free Full Text at Europe PMC
PMC5380693
Full Text PDF
3.97 MB
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