Rafal Bogacz
University of Oxford
H-index: 47
Europe-United Kingdom
Top articles of Rafal Bogacz
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Learning probability distributions of sensory inputs with Monte Carlo Predictive Coding | bioRxiv | Gaspard Oliviers Rafal Bogacz Alexander Meulemans | 2024 |
Dopamine encoding of novelty facilitates efficient uncertainty-driven exploration | PLOS Computational Biology | Yuhao Wang Armin Lak Sanjay G Manohar Rafal Bogacz | 2024/4/16 |
Predictive coding networks for temporal prediction | PLOS Computational Biology | Beren Millidge Mufeng Tang Mahyar Osanlouy Nicol S Harper Rafal Bogacz | 2024/4/1 |
How to design optimal brain stimulation to modulate phase-amplitude coupling? | bioRxiv | Benoit Duchet Rafal Bogacz | 2024 |
Associative Memories in the Feature Space | arXiv preprint arXiv:2402.10814 | Tommaso Salvatori Beren Millidge Yuhang Song Rafal Bogacz Thomas Lukasiewicz | 2024/2/16 |
Bayesian confidence in optimal decisions | Psychological Review | Joshua Calder-Travis Lucie Charles Rafal Bogacz Nick Yeung | 2024 |
Sequential memory with temporal predictive coding | Advances in Neural Information Processing Systems | Mufeng Tang Helen Barron Rafal Bogacz | 2024/2/13 |
Inferring neural activity before plasticity as a foundation for learning beyond backpropagation | Nature Neuroscience | Yuhang Song Beren Millidge Tommaso Salvatori Thomas Lukasiewicz Zhenghua Xu | 2024/1/3 |
Recurrent predictive coding models for associative memory employing covariance learning | PLoS computational biology | Mufeng Tang Tommaso Salvatori Beren Millidge Yuhang Song Thomas Lukasiewicz | 2023/4/14 |
Modeling Recognition Memory with Predictive Coding and Hopfield Networks | Tianjin Li Mufeng Tang Rafal Bogacz | 2023/11/26 | |
How to entrain a selected neuronal rhythm but not others: open-loop dithered brain stimulation for selective entrainment | Journal of neural engineering | Benoit Duchet James J Sermon Gihan Weerasinghe Timothy Denison Rafal Bogacz | 2023/3/7 |
Sub-harmonic entrainment of cortical gamma oscillations to deep brain stimulation in Parkinson's disease: Model based predictions and validation in three human subjects | Brain Stimulation | James J Sermon Maria Olaru Juan Ansó Stephanie Cernera Simon Little | 2023/9/1 |
Deep brain stimulation | Julia P Slopsema Matthew D Johnson | 2017 | |
Striatal dopamine reflects individual long-term learning trajectories | bioRxiv | Samuel Liebana Garcia Aeron Laffere Chiara Toschi Louisa Schilling Jacek Podlaski | 2023 |
Temporal regularities shape perceptual decisions and striatal dopamine signals | bioRxiv | Matthias Fritsche Antara Majumdar Lauren Strickland Samuel Liebana Garcia Rafal Bogacz | 2023 |
Dynamic modulation of subthalamic nucleus activity facilitates adaptive behavior | PLoS Biology | Damian M Herz Manuel Bange Gabriel Gonzalez-Escamilla Miriam Auer Muthuraman Muthuraman | 2023/6/1 |
Reward-bases: dopaminergic mechanisms for adaptive acquisition of multiple reward types | BioRxiv | Beren Gray Millidge Yuhang Song Armin Lak Mark E Walton Rafal Bogacz | 2023 |
Expressions for Bayesian confidence of drift diffusion observers in fluctuating stimuli tasks | Journal of mathematical psychology | Joshua Calder-Travis Rafal Bogacz Nick Yeung | 2023/12/1 |
Gambling on an empty stomach: Hunger modulates preferences for learned but not described risks | Brain and Behavior | Maaike MH Van Swieten Rafal Bogacz Sanjay G Manohar | 2023/5 |
Dynamic control of decision and movement speed in the human basal ganglia | Nature Communications | Damian M Herz Manuel Bange Gabriel Gonzalez-Escamilla Miriam Auer Keyoumars Ashkan | 2022/12/7 |
Co-Authors
