Publications of P Dayan
All genres
Journal Article (294)
Journal Article
7 (3), pp. 565 - 579 (1995)
Competition and Multiple Cause Models. Neural computation
Journal Article
268 (5214), pp. 1158 - 1161 (1995)
The "wake-sleep" algorithm for unsupervised neural networks. Science
Journal Article
4 (2), pp. 212 - 217 (1994)
Computational Modelling. Current Opinion in Neurobiology
Journal Article
14 (3), pp. 295 - 301 (1994)
TD(λ) converges with probability 1. Machine Learning
Journal Article
90 (17), pp. 8277 - 8281 (1993)
A correlational model for the development of disparity selectivity in visual cortex that depends on prenatal and postnatal phases. Proceedings of the National Academy of Sciences of the United States of America
Journal Article
5 (4), pp. 613 - 624 (1993)
Improving Generalization for Temporal Difference Learning: The Successor Representation. Neural computation
Journal Article
5 (3), pp. 392 - 401 (1993)
Arbitrary Elastic Topologies and Ocular Dominance. Neural computation
Journal Article
5 (2), pp. 205 - 209 (1993)
The Variance of Covariance Rules for Associative Matrix Memories and Reinforcement Learning. Neural computation
Journal Article
8 (3-4), pp. 341 - 362 (1992)
The Convergence of TD(λ) for General λ. Machine Learning
Journal Article
8 (3-4), pp. 279 - 292 (1992)
Q-learning. Machine Learning
Journal Article
65 (4), pp. 253 - 265 (1991)
Optimising synaptic learning rules in linear associative memories. Biological Cybernetics
Journal Article
2 (1), pp. 85 - 93 (1990)
Optimal Plasticity from Matrix Memories: What Goes Up Must Come Down. Neural computation
Journal Article
2 (1), pp. 85 - 93 (1990)
Optimal plasticity in matrix memories: What goes up must come down. Neural computation
Journal Article
132 (6), pp. 336 - 342 (1985)
Semiconductor waveguides: analysis of optical propagation in single rib structures and directional couplers. Proceedings of the Institution of Electrical Engineers Part J: Optoelectronics Book (1)
Book
Theoretical Neuroscience: Computational and Mathematical Modeling of Neural Systems. MIT Press, Cambridge, MA, USA (2001), 460 pp.
Book Chapter (15)
Book Chapter
Aesthetic boredom. In: The Routledge International Handbook of Boredom (Eds. Bieleke, M.; Wolff, W.; Martarelli, C.). Routledge, London, UK (2024)
Book Chapter
The first steps on long marches: The costs of active observation. In: Psychiatry Reborn: Biopsychosocial psychiatry in modern medicine, 14, pp. 213 - 228 (Eds. Davies, W.; Savulescu, J.; Roache, R.; Loebel, J.). Oxford University Press, Oxford, UK (2020)
Book Chapter
5: Methodology, 4. Ed., pp. 507 - 546 (Eds. Wixted, J.; Wagenmakers, E.-J.). Wiley, Hoboken, NJ, USA (2018)
Models and Methods for Reinforcement Learning. In: Stevens' Handbook of Experimental Psychology and Cognitive Neuroscience, Vol.
Book Chapter
Exploration from Generalization Mediated by Multiple Controllers. In: Intrinsically Motivated Learning in Natural and Artificial Systems, pp. 73 - 91 (Eds. Baldassarre, G.; Mirolli, M.). Springer, Berlin, Germany (2013)
Book Chapter
Models of Value and Choice. In: Neuroscience of Preference and Choice: Cognitive and Neural Mechanisms, 2, pp. 33 - 52 (Eds. Dolan, R.; Sharot, T.). Elsevier/Academic Press, London, UK (2012)