Publications of P Dayan
All genres
Journal Article (293)
281.
Journal Article
268 (5214), pp. 1158 - 1161 (1995)
The "wake-sleep" algorithm for unsupervised neural networks. Science 282.
Journal Article
4 (2), pp. 212 - 217 (1994)
Computational Modelling. Current Opinion in Neurobiology 283.
Journal Article
14 (3), pp. 295 - 301 (1994)
TD(λ) converges with probability 1. Machine Learning 284.
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 285.
Journal Article
5 (4), pp. 613 - 624 (1993)
Improving Generalization for Temporal Difference Learning: The Successor Representation. Neural computation 286.
Journal Article
5 (3), pp. 392 - 401 (1993)
Arbitrary Elastic Topologies and Ocular Dominance. Neural computation 287.
Journal Article
5 (2), pp. 205 - 209 (1993)
The Variance of Covariance Rules for Associative Matrix Memories and Reinforcement Learning. Neural computation 288.
Journal Article
8 (3-4), pp. 341 - 362 (1992)
The Convergence of TD(λ) for General λ. Machine Learning 289.
Journal Article
8 (3-4), pp. 279 - 292 (1992)
Q-learning. Machine Learning 290.
Journal Article
65 (4), pp. 253 - 265 (1991)
Optimising synaptic learning rules in linear associative memories. Biological Cybernetics 291.
Journal Article
2 (1), pp. 85 - 93 (1990)
Optimal Plasticity from Matrix Memories: What Goes Up Must Come Down. Neural computation 292.
Journal Article
2 (1), pp. 85 - 93 (1990)
Optimal plasticity in matrix memories: What goes up must come down. Neural computation 293.
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)
294.
Book
Theoretical Neuroscience: Computational and Mathematical Modeling of Neural Systems. MIT Press, Cambridge, MA, USA (2001), 460 pp.
Book Chapter (15)
295.
Book Chapter
Aesthetic boredom. In: The Routledge International Handbook of Boredom (Eds. Bieleke, M.; Wolff, W.; Martarelli, C.). Routledge, London, UK (2024)
296.
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)
297.
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. 298.
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)
299.
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)
300.
Book Chapter
Semi-rational models of conditioning: The case of trial order. In: The Probabilistic Mind: Prospects for Bayesian cognitive science$, 19, pp. 427 - 448 (Eds. Chater, N.; Oaksford, M.). Oxford University Press, Oxford, UK (2008)