Peter Dayan
According to our database^{1},
Peter Dayan
authored at least 125 papers
between 1990 and 2018.
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Bibliography
2018
Interrupting behaviour: Minimizing decision costs via temporal commitment and lowlevel interrupts.
PLoS Computational Biology, 2018
A model of risk and mental state shifts during social interaction.
PLoS Computational Biology, 2018
Control of neurite growth and guidance by an inhibitory cellbody signal.
PLoS Computational Biology, 2018
Learning Contextual Reward Expectations for Value Adaptation.
J. Cognitive Neuroscience, 2018
Integrated accounts of behavioral and neuroimaging data using flexible recurrent neural network models.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018
Fast Parametric Learning with Activation Memorization.
Proceedings of the 35th International Conference on Machine Learning, 2018
2017
Increased decision thresholds enhance information gathering performance in juvenile ObsessiveCompulsive Disorder (OCD).
PLoS Computational Biology, 2017
A model of structure learning, inference, and generation for scene understanding.
Proceedings of the 39th Annual Meeting of the Cognitive Science Society, 2017
2016
How People Use Social Information to Find out What to Want in the Paradigmatic Case of Intertemporal Preferences.
PLoS Computational Biology, 2016
The influence of contextual reward statistics on risk preference.
NeuroImage, 2016
Multiple value signals in dopaminergic midbrain and their role in avoidance contexts.
NeuroImage, 2016
The Dopaminergic Midbrain Mediates an Effect of Average Reward on Pavlovian Vigor.
J. Cognitive Neuroscience, 2016
2015
Anticipation and Choice Heuristics in the Dynamic Consumption of Pain Relief.
PLoS Computational Biology, 2015
A Probabilistic Palimpsest Model of Visual Shortterm Memory.
PLoS Computational Biology, 2015
Tamping Ramping: Algorithmic, Implementational, and Computational Explanations of Phasic Dopamine Signals in the Accumbens.
PLoS Computational Biology, 2015
Monte Carlo Planning Method Estimates Planning Horizons during Interactive Social Exchange.
PLoS Computational Biology, 2015
Simple Plans or Sophisticated Habits? State, Transition and Learning Interactions in the TwoStep Task.
PLoS Computational Biology, 2015
Staying afloat on Neurath's boat  Heuristics for sequential causal learning.
Proceedings of the 37th Annual Meeting of the Cognitive Science Society, 2015
2014
Optimal Recall from Bounded Metaplastic Synapses: Predicting Functional Adaptations in Hippocampal Area CA3.
PLoS Computational Biology, 2014
Some Work and Some Play: Microscopic and Macroscopic Approaches to Labor and Leisure.
PLoS Computational Biology, 2014
BayesAdaptive Simulationbased Search with Value Function Approximation.
Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014
2013
Sparse Coding Can Predict Primary Visual Cortex Receptive Field Changes Induced by Abnormal Visual Input.
PLoS Computational Biology, 2013
Scalable and Efficient BayesAdaptive Reinforcement Learning Based on MonteCarlo Tree Search.
J. Artif. Intell. Res., 2013
Correlations strike back (again): the case of associative memory retrieval.
Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 58, 2013
Structured cognitive representations and complex inference in neural systems.
Proceedings of the 35th Annual Meeting of the Cognitive Science Society, 2013
Exploration from Generalization Mediated by Multiple Controllers.
Proceedings of the Intrinsically Motivated Learning in Natural and Artificial Systems, 2013
2012
Computational Phenotyping of TwoPerson Interactions Reveals Differential Neural Response to DepthofThought.
PLoS Computational Biology, 2012
Bonsai Trees in Your Head: How the Pavlovian System Sculpts GoalDirected Choices by Pruning Decision Trees.
PLoS Computational Biology, 2012
Cortical Surround Interactions and Perceptual Salience via Natural Scene Statistics.
PLoS Computational Biology, 2012
Go and nogo learning in reward and punishment: Interactions between affect and effect.
NeuroImage, 2012
Efficient BayesAdaptive Reinforcement Learning using SampleBased Search.
Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 36, 2012
Dynamic decision making: neuronal, computational, and cognitive underpinnings.
Proceedings of the 34th Annual Meeting of the Cognitive Science Society, 2012
Computational, Cognitive, and Neural Models of Decisionmaking Biases.
Proceedings of the 34th Annual Meeting of the Cognitive Science Society, 2012
2011
Disentangling the Roles of Approach, Activation and Valence in Instrumental and Pavlovian Responding.
PLoS Computational Biology, 2011
BayesOptimal Chemotaxis.
Neural Computation, 2011
Vigor in the Face of Fluctuating Rates of Reward: An Experimental Examination.
J. Cognitive Neuroscience, 2011
Exploration and Curiosity in Robot Learning and Inference (Dagstuhl Seminar 11131).
Dagstuhl Reports, 2011
Two is better than one: distinct roles for familiarity and recollection in retrieving palimpsest memories.
Proceedings of the Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 1214 December 2011, 2011
2010
PavlovianInstrumental Interaction in 'Observing Behavior'.
PLoS Computational Biology, 2010
ChangeBased Inference in Attractor Nets: Linear Analysis.
Neural Computation, 2010
2009
Goaldirected control and its antipodes.
Neural Networks, 2009
Know Thy Neighbour: A Normative Theory of Synaptic Depression.
Proceedings of the Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009. Proceedings of a meeting held 710 December 2009, 2009
Statistical Models of Linear and Nonlinear Contextual Interactions in Early Visual Processing.
Proceedings of the Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009. Proceedings of a meeting held 710 December 2009, 2009
2008
Serotonin, Inhibition, and Negative Mood.
PLoS Computational Biology, 2008
Encoding and Decoding Spikes for Dynamic Stimuli.
Neural Computation, 2008
A novel method for automated classification of epileptiform activity in the human electroencephalogrambased on independent component analysis.
Med. Biol. Engineering and Computing, 2008
Bayesian Model of Behaviour in Economic Games.
Proceedings of the Advances in Neural Information Processing Systems 21, 2008
Psychiatry: Insights into depression through normative decisionmaking models.
Proceedings of the Advances in Neural Information Processing Systems 21, 2008
Load and Attentional Bayes.
Proceedings of the Advances in Neural Information Processing Systems 21, 2008
2007
Fast Population Coding.
Neural Computation, 2007
Bilinearity, rules, and prefrontal cortex.
Front. Comput. Neurosci., 2007
Hippocampal Contributions to Control: The Third Way.
Proceedings of the Advances in Neural Information Processing Systems 20, 2007
2006
Preattentive visual selection.
Neural Networks, 2006
The misbehavior of value and the discipline of the will.
Neural Networks, 2006
Soft Mixer Assignment in a Hierarchical Generative Model of Natural Scene Statistics.
Neural Computation, 2006
Images, Frames, and Connectionist Hierarchies.
Neural Computation, 2006
Dopamine modulation in the basal ganglia locks the gate to working memory.
Journal of Computational Neuroscience, 2006
Uncertainty, phase and oscillatory hippocampal recall.
Proceedings of the Advances in Neural Information Processing Systems 19, 2006
2005
A Bayesian Framework for Tilt Perception and Confidence.
Proceedings of the Advances in Neural Information Processing Systems 18 [Neural Information Processing Systems, 2005
How fast to work: Response vigor, motivation and tonic dopamine.
Proceedings of the Advances in Neural Information Processing Systems 18 [Neural Information Processing Systems, 2005
Norepinephrine and Neural Interrupts.
Proceedings of the Advances in Neural Information Processing Systems 18 [Neural Information Processing Systems, 2005
Differential Priors for Elastic Nets.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2005
2004
Probabilistic Computation in Spiking Populations.
Proceedings of the Advances in Neural Information Processing Systems 17 [Neural Information Processing Systems, 2004
Inference, Attention, and Decision in a Bayesian Neural Architecture.
Proceedings of the Advances in Neural Information Processing Systems 17 [Neural Information Processing Systems, 2004
Assignment of Multiplicative Mixtures in Natural Images.
Proceedings of the Advances in Neural Information Processing Systems 17 [Neural Information Processing Systems, 2004
Rate and Phasecoded Autoassociative Memory.
Proceedings of the Advances in Neural Information Processing Systems 17 [Neural Information Processing Systems, 2004
2003
Doubly Distributional Population Codes: Simultaneous Representation of Uncertainty and Multiplicity.
Neural Computation, 2003
Dopamine Modulation in a Basal Gangliocortical Network Implements Saliencybased Gating of Working Memory.
Proceedings of the Advances in Neural Information Processing Systems 16 [Neural Information Processing Systems, 2003
Plasticity Kernels and Temporal Statistics.
Proceedings of the Advances in Neural Information Processing Systems 16 [Neural Information Processing Systems, 2003
2002
Acetylcholine in cortical inference.
Neural Networks, 2002
Dopamine: generalization and bonuses.
Neural Networks, 2002
Introduction for 2002 Special Issue: Computational Models of Neuromodulation.
Neural Networks, 2002
Opponent interactions between serotonin and dopamine.
Neural Networks, 2002
Structure in the Space of Value Functions.
Machine Learning, 2002
Expected and Unexpected Uncertainty: ACh and NE in the Neocortex.
Proceedings of the Advances in Neural Information Processing Systems 15 [Neural Information Processing Systems, 2002
Replay, Repair and Consolidation.
Proceedings of the Advances in Neural Information Processing Systems 15 [Neural Information Processing Systems, 2002
Adaptation and Unsupervised Learning.
Proceedings of the Advances in Neural Information Processing Systems 15 [Neural Information Processing Systems, 2002
2001
A familiaritybased learning procedure for the establishment of place fields in area CA3 of the rat hippocampus.
Neurocomputing, 2001
ACh, Uncertainty, and Cortical Inference.
Proceedings of the Advances in Neural Information Processing Systems 14 [Neural Information Processing Systems: Natural and Synthetic, 2001
Motivated Reinforcement Learning.
Proceedings of the Advances in Neural Information Processing Systems 14 [Neural Information Processing Systems: Natural and Synthetic, 2001
2000
Position Variance, Recurrence and Perceptual Learning.
Proceedings of the Advances in Neural Information Processing Systems 13, 2000
HippocampallyDependent Consolidation in a Hierarchical Model of Neocortex.
Proceedings of the Advances in Neural Information Processing Systems 13, 2000
Dopamine Bonuses.
Proceedings of the Advances in Neural Information Processing Systems 13, 2000
Explaining Away in Weight Space.
Proceedings of the Advances in Neural Information Processing Systems 13, 2000
Competition and Arbors in Ocular Dominance.
Proceedings of the Advances in Neural Information Processing Systems 13, 2000
1999
Recurrent Sampling Models for the Helmholtz Machine.
Neural Computation, 1999
The Effect of Correlated Variability on the Accuracy of a Population Code.
Neural Computation, 1999
Acquisition in Autoshaping.
Proceedings of the Advances in Neural Information Processing Systems 12, [NIPS Conference, Denver, Colorado, USA, November 29, 1999
1998
Bayesian retrieval in associative memories with storage errors.
IEEE Trans. Neural Networks, 1998
A Hierarchical Model of Binocular Rivalry.
Neural Computation, 1998
Analytical Mean Squared Error Curves for Temporal Difference Learning.
Machine Learning, 1998
Distributional Population Codes and Multiple Motion Models.
Proceedings of the Advances in Neural Information Processing Systems 11, [NIPS Conference, Denver, Colorado, USA, November 30, 1998
Computational Differences between Asymmetrical and Symmetrical Networks.
Proceedings of the Advances in Neural Information Processing Systems 11, [NIPS Conference, Denver, Colorado, USA, November 30, 1998
1997
Modeling the manifolds of images of handwritten digits.
IEEE Trans. Neural Networks, 1997
Factor Analysis Using DeltaRule WakeSleep Learning.
Neural Computation, 1997
Using ExpectationMaximization for Reinforcement Learning.
Neural Computation, 1997
Hippocampal Model of Rat Spatial Abilities Using Temporal Difference Learning.
Proceedings of the Advances in Neural Information Processing Systems 10, 1997
Statistical Models of Conditioning.
Proceedings of the Advances in Neural Information Processing Systems 10, 1997
Combining Probabilistic Population Codes.
Proceedings of the Fifteenth International Joint Conference on Artificial Intelligence, 1997
1996
Varieties of Helmholtz Machine.
Neural Networks, 1996
Exploration Bonuses and Dual Control.
Machine Learning, 1996
Probabilistic Interpretation of Population Codes.
Proceedings of the Advances in Neural Information Processing Systems 9, 1996
Analytical Mean Squared Error Curves in Temporal Difference Learning.
Proceedings of the Advances in Neural Information Processing Systems 9, 1996
Neural Models for PartWhole Hierarchies.
Proceedings of the Advances in Neural Information Processing Systems 9, 1996
A Hierarchical Model of Visual Rivalry.
Proceedings of the Advances in Neural Information Processing Systems 9, 1996
1995
Competition and Multiple Cause Models.
Neural Computation, 1995
The Helmholtz machine.
Neural Computation, 1995
Does the Wakesleep Algorithm Produce Good Density Estimators?
Proceedings of the Advances in Neural Information Processing Systems 8, 1995
Improving Policies without Measuring Merits.
Proceedings of the Advances in Neural Information Processing Systems 8, 1995
Predictive Hebbian Learning.
Proceedings of the Eigth Annual Conference on Computational Learning Theory, 1995
1994
TD(lambda) Converges with Probability 1.
Machine Learning, 1994
Recognizing Handwritten Digits Using Mixtures of Linear Models.
Proceedings of the Advances in Neural Information Processing Systems 7, 1994
1993
The Variance of Covariance Rules for Associative Matrix Memories and Reinforcement Learning.
Neural Computation, 1993
Improving Generalization for Temporal Difference Learning: The Successor Representation.
Neural Computation, 1993
Arbitrary Elastic Topologies and Ocular Dominance.
Neural Computation, 1993
Temporal Difference Learning of Position Evaluation in the Game of Go.
Proceedings of the Advances in Neural Information Processing Systems 6, 1993
Foraging in an Uncertain Environment Using Predictive Hebbian Learning.
Proceedings of the Advances in Neural Information Processing Systems 6, 1993
1992
Technical Note QLearning.
Machine Learning, 1992
The Convergence of TD(lambda) for General lambda.
Machine Learning, 1992
Using Aperiodic Reinforcement for Directed SelfOrganization During Development.
Proceedings of the Advances in Neural Information Processing Systems 5, [NIPS Conference, Denver, Colorado, USA, November 30, 1992
Feudal Reinforcement Learning.
Proceedings of the Advances in Neural Information Processing Systems 5, [NIPS Conference, Denver, Colorado, USA, November 30, 1992
1991
Optimising synaptic learning rules in linear associative memories.
Biological Cybernetics, 1991
Perturbing Hebbian Rules.
Proceedings of the Advances in Neural Information Processing Systems 4, 1991
1990
Optimal Plasticity from Matrix Memories: What Goes Up Must Come Down.
Neural Computation, 1990
Navigating Through Temporal Difference.
Proceedings of the Advances in Neural Information Processing Systems 3, 1990