Displaying 26 - 50 of 72
Filter by tag

Publication Type

Group

Year

Author

2023

Unit Publication
Wiest C
He S
Duchet B
Pogosyan A
Benjaber M
Denison T
Hasegawa H
Ashkan K
Baig F
Bertaina I
Morgante F
Pereira EA
Torrecillos F
Tan H

Evoked resonant neural activity in subthalamic local field potentials reflects basal ganglia network dynamics.

2023. Neurobiol Dis, 178:106019.

Free Full Text at Europe PMC
PMC7614125
Full Text PDF
5.22 MB
Unit Publication
West TO
Duchet B
Farmer SF
Friston KJ
Cagnan H

When do bursts matter in the primary motor cortex? Investigating changes in the intermittencies of beta rhythms associated with movement states.

2023. Prog Neurobiol, 221:102397.

Free Full Text at Europe PMC
PMC7614511
Full Text PDF
7.42 MB

2022

Unit Publication
Salvatori T
Pinchetti L
Millidge B
Song Y
Bao T
Bogacz R
Lukasiewicz T

Learning on Arbitrary Graph Topologies via Predictive Coding

2022. Advances in Neural Information Processing Systems, 35, 38232-38244
Free Full Text at Europe PMC
PMC7614467
Full Text PDF
3.77 MB
Unit Publication
Millidge B
Salvatori T
Song Y
Lukasiewicz T
Bogacz R

Universal Hopfield Networks: A General Framework for Single-Shot Associative Memory Models

2022. Proceedings of the 39th International Conference on Machine Learning, PMLR 162:15561-15583
Free Full Text at Europe PMC
PMC7614148
Full Text PDF
2.93 MB
Unit Publication
Herz DM
Bange M
Gonzalez-Escamilla G
Auer M
Ashkan K
Fischer P
Tan H
Bogacz R
Muthuraman M
Groppa S
Brown P

Dynamic control of decision and movement speed in the human basal ganglia.

2022. Nat Commun, 13(1):7530.

Free Full Text at Europe PMC
PMC9729212
Full Text PDF
2.48 MB
Unit Publication
Salvatori T
Song Y
Xu Z
Lukasiewicz T
Bogacz R

Reverse Differentiation via Predictive Coding

In Proceedings of the 36th AAAI Conference on Artificial Intelligence‚ AAAI 2022 ‚Vancouver, BC, Canada, February 22--March 1‚ 2022 (Vol. 10177, pp. 507-524). AAAI Press.
Full Text PDF
1.19 MB
Unit Publication
Patai EZ
Foltynie T
Limousin P
Akram H
Zrinzo L
Bogacz R
Litvak V

Conflict Detection in a Sequential Decision Task Is Associated with Increased Cortico-Subthalamic Coherence and Prolonged Subthalamic Oscillatory Response in the β Band.

2022. J Neurosci, 42(23):4681-4692.

Free Full Text at Europe PMC
PMC9186803
Full Text PDF
2.15 MB
Unit Publication
Möller M
Manohar S
Bogacz R

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

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

Free Full Text at Europe PMC
PMC9182698
Full Text PDF
1.21 MB
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
3.08 MB

2021

Unit Publication
Zamora M
Meller S
Kajin F
Sermon JJ
Toth R
Benjaber M
Dijk DJ
Bogacz R
Worrell G
Valentin A
Duchet B
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.

Free Full Text at Europe PMC
PMC8498587
Full Text PDF
1.97 MB
Unit Publication
Salvatori T
Song Y
Hong Y
Sha L
Frieder S
Xu Z
Bogacz R
Lukasiewicz T

Associative Memories via Predictive Coding.

2021. Adv. Neural Inf. Process Syst., 34:3874-3886.
Free Full Text at Europe PMC
PMC7612799
Full Text PDF
2.18 MB
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
1.12 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
4.16 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
1.58 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
4.04 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
2.97 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
Full Text PDF
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