Displaying 1 - 7 of 7
Filter by tag

Type

Group

Year

Author

2022

Unit Paper
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 Paper
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 Paper
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 Paper
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 Paper
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 Paper
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 Paper
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