Publications of P Dayan
All genres
Journal Article (295)
281.
Journal Article
7 (5), pp. 889 - 904 (1995)
The Helmholtz Machine. Neural computation 282.
Journal Article
7 (3), pp. 565 - 579 (1995)
Competition and Multiple Cause Models. Neural computation 283.
Journal Article
268 (5214), pp. 1158 - 1161 (1995)
The "wake-sleep" algorithm for unsupervised neural networks. Science 284.
Journal Article
4 (2), pp. 212 - 217 (1994)
Computational Modelling. Current Opinion in Neurobiology 285.
Journal Article
14 (3), pp. 295 - 301 (1994)
TD(λ) converges with probability 1. Machine Learning 286.
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 287.
Journal Article
5 (4), pp. 613 - 624 (1993)
Improving Generalization for Temporal Difference Learning: The Successor Representation. Neural computation 288.
Journal Article
5 (3), pp. 392 - 401 (1993)
Arbitrary Elastic Topologies and Ocular Dominance. Neural computation 289.
Journal Article
5 (2), pp. 205 - 209 (1993)
The Variance of Covariance Rules for Associative Matrix Memories and Reinforcement Learning. Neural computation 290.
Journal Article
8 (3-4), pp. 341 - 362 (1992)
The Convergence of TD(λ) for General λ. Machine Learning 291.
Journal Article
8 (3-4), pp. 279 - 292 (1992)
Q-learning. Machine Learning 292.
Journal Article
65 (4), pp. 253 - 265 (1991)
Optimising synaptic learning rules in linear associative memories. Biological Cybernetics 293.
Journal Article
2 (1), pp. 85 - 93 (1990)
Optimal Plasticity from Matrix Memories: What Goes Up Must Come Down. Neural computation 294.
Journal Article
2 (1), pp. 85 - 93 (1990)
Optimal plasticity in matrix memories: What goes up must come down. Neural computation 295.
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)
296.
Book
Theoretical Neuroscience: Computational and Mathematical Modeling of Neural Systems. MIT Press, Cambridge, MA, USA (2001), 460 pp.
Book Chapter (15)
297.
Book Chapter
Aesthetic boredom. In: The Routledge International Handbook of Boredom (Eds. Bieleke, M.; Wolff, W.; Martarelli, C.). Routledge, London, UK (2024)
298.
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)
299.
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. 300.
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)