Search Machine Learning Repository:
All publications by Peter Dayan
authors venues years



Bayes-Adaptive Simulation-based Search with Value Function Approximation
Arthur Guez, Nicolas Heess, David Silver and Peter Dayan
Advances in Neural Information Processing Systems 27, 2014


Correlations strike back (again): the case of associative memory retrieval
Cristina Savin, Peter Dayan and Mate Lengyel
Advances in Neural Information Processing Systems 26, 2013


Efficient Bayes-Adaptive Reinforcement Learning using Sample-Based Search
Arthur Guez, David Silver and Peter Dayan
Advances in Neural Information Processing Systems 25, 2012


Two is better than one: distinct roles for familiarity and recollection in retrieving palimpsest memories
Cristina Savin, Peter Dayan and Máté Lengyel
Advances in Neural Information Processing Systems 24, 2011


Know Thy Neighbour: A Normative Theory of Synaptic Depression
Jean-pascal Pfister, Peter Dayan and Máté Lengyel
Advances in Neural Information Processing Systems 22, 2009


Statistical Models of Linear and Nonlinear Contextual Interactions in Early Visual Processing
Ruben Coen-cagli, Peter Dayan and Odelia Schwartz
Advances in Neural Information Processing Systems 22, 2009


Psychiatry: Insights into depression through normative decision-making models
Quentin J. Huys, Joshua Vogelstein and Peter Dayan
Advances in Neural Information Processing Systems 21, 2008


Bayesian Model of Behaviour in Economic Games
Debajyoti Ray, Brooks King-casas, P. R. Montague and Peter Dayan
Advances in Neural Information Processing Systems 21, 2008


Load and Attentional Bayes
Peter Dayan
Advances in Neural Information Processing Systems 21, 2008


Hippocampal Contributions to Control: The Third Way
Máté Lengyel and Peter Dayan
Advances in Neural Information Processing Systems 20, 2007


Uncertainty, phase and oscillatory hippocampal recall
Máté Lengyel and Peter Dayan
Advances in Neural Information Processing Systems 19, 2006


A Bayesian Framework for Tilt Perception and Confidence
Odelia Schwartz, Peter Dayan and Terrence J. Sejnowski
Advances in Neural Information Processing Systems 18, 2005


Probabilistic Computation in Spiking Populations
Richard S. Zemel, Rama Natarajan, Peter Dayan and Quentin J. Huys
Advances in Neural Information Processing Systems 17, 2004


Rate- and Phase-coded Autoassociative Memory
Máté Lengyel and Peter Dayan
Advances in Neural Information Processing Systems 17, 2004


Inference, Attention, and Decision in a Bayesian Neural Architecture
Angela J. Yu and Peter Dayan
Advances in Neural Information Processing Systems 17, 2004


Assignment of Multiplicative Mixtures in Natural Images
Odelia Schwartz, Terrence J. Sejnowski and Peter Dayan
Advances in Neural Information Processing Systems 17, 2004


Plasticity Kernels and Temporal Statistics
Peter Dayan and Michael Häusser
Advances in Neural Information Processing Systems 16, 2003


Dopamine Modulation in a Basal Ganglio-cortical Network Implements Saliency-based Gating of Working Memory
Aaron J. Gruber, Peter Dayan, Boris S. Gutkin and Sara A. Solla
Advances in Neural Information Processing Systems 16, 2003


Adaptation and Unsupervised Learning
Peter Dayan, Maneesh Sahani and Gregoire Deback
Advances in Neural Information Processing Systems 15, 2002


Expected and Unexpected Uncertainty: ACh and NE in the Neocortex
Peter Dayan and Angela J. Yu
Advances in Neural Information Processing Systems 15, 2002


Replay, Repair and Consolidation
Szabolcs Káli and Peter Dayan
Advances in Neural Information Processing Systems 15, 2002


ACh, Uncertainty, and Cortical Inference
Peter Dayan and Angela J. Yu
Advances in Neural Information Processing Systems 14, 2001


Motivated Reinforcement Learning
Peter Dayan
Advances in Neural Information Processing Systems 14, 2001