Backpropagation at the Infinitesimal Inference Limit of Energy-Based Models: Unifying Predictive Coding, Equilibrium Propagation, and Contrastive Hebbian Learning
2023. The Eleventh International Conference on Learning Representations
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2023
Calder-Travis J, Bogacz R, Yeung N
Expressions for Bayesian confidence of drift diffusion observers in fluctuating stimuli tasks
2023, Journal of Mathematical Psychology, 117, 102815
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PMC7615478
Sub-harmonic entrainment of cortical gamma oscillations to deep brain stimulation in Parkinson's disease: Model based predictions and validation in three human subjects.
2023. Brain Stimul, 16(5):1412-1424.
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PMC10635843
Duchet B, Bick C, Byrne Á
Mean-Field Approximations With Adaptive Coupling for Networks With Spike-Timing-Dependent Plasticity.
2023. Neural Comput, 35(9):1481-1528.
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PMC10422128
Herz DM, Bange M, Gonzalez-Escamilla G, Auer M, Muthuraman M, Glaser M, Bogacz R, Pogosyan A, Tan H, Groppa S, Brown P
Dynamic modulation of subthalamic nucleus activity facilitates adaptive behavior.
2023. PLoS Biol, 21(6)e3002140.
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PMC10234560
Tang M, Salvatori T, Millidge B, Song Y, Lukasiewicz T, Bogacz R
Recurrent predictive coding models for associative memory employing covariance learning.
2023. PLoS Comput Biol, 19(4)e1010719.
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PMC10132551
van Swieten MMH, Bogacz R, Manohar S
Gambling on an empty stomach: Hunger modulates preferences for learned but not described risks.
2023. Brain Behav, 13(5)e2978.
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PMC10176009
How to entrain a selected neuronal rhythm but not others: open-loop dithered brain stimulation for selective entrainment.
2023. J Neural Eng, 20(2).
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PMC7614323
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.
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PMC7614125
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.
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PMC7614511