Publications of Peter Dayan

Zhaoping, L.; Herzog, M.; Dayan, P.: Nonlinear ideal observation and recurrent preprocessing in perceptual learning. Network: Computation in Neural Systems 14 (2), pp. 233 - 247 (2003)

Dayan, P.; Yu, A.: Uncertainty and Learning. IETE Journal of Research 49 (2-3), pp. 171 - 181 (2003)

Pouget, A.; Dayan, P.; Zemel, R.: Inference and computation with population codes. Annual Review of Neuroscience 26, pp. 381 - 410 (2003)

Foster, D.; Dayan, P.: Structure in the Space of Value Functions. Machine Learning 49 (2-3), pp. 325 - 346 (2002)

Dayan, P.; Balleine, B.: Reward, motivation and reinforcement learning. Neuron 36 (2), pp. 285 - 298 (2002)

Kakade, S.; Dayan, P.: Acquisition and extinction in autoshaping. Psychological Review 109 (3), pp. 533 - 544 (2002)

Daw, N.; Kakade, S.; Dayan, P.: Opponent interactions between serotonin and dopamine. Neural networks 15 (4-6), pp. 603 - 616 (2002)

Doya, K.; Dayan, P.; Hasselmo, M.: Introduction for 2002 Special Issue: Computational Models of Neuromodulation. Neural networks 15 (4-6), pp. 475 - 477 (2002)

Kakade, S.; Dayan, P.: Dopamine: generalization and bonuses. Neural networks 15 (4-6), pp. 549 - 559 (2002)

Yu, A.; Dayan, P.: Acetylcholine in cortical inference. Neural networks 15 (4-6), pp. 719 - 730 (2002)

Dayan, P.: Matters temporal. Trends in Cognitive Sciences 6 (3), pp. 105 - 106 (2002)

Káli, S.; Dayan, P.: A familiarity-based learning procedure for the establishment of place fields in area CA3 of the rat hippocampus. Neurocomputing 38-40, pp. 691 - 695 (2001)

Dayan, P.; Kakade, S.; Montague, P.: Learning and selective attention. Nature Neuroscience 3 (Supplement), pp. 1218 - 1223 (2000)

Pouget, A.; Dayan, P.; Zemel, R.: Information processing with population codes. Nature Reviews Neuroscience 1 (2), pp. 125 - 132 (2000)

Káli, S.; Dayan, P.: The involvement of recurrent connections in area CA3 in establishing the properties of place fields: A model. The Journal of Neuroscience 20 (19), pp. 7463 - 7477 (2000)

Foster, D.; Morris, R.; Dayan, P.: A model of hippocampally dependent navigation, using the temporal difference learning rule. Hippocampus 10 (1), pp. 1 - 16 (2000)

Dayan, P.: Recurrent sampling models for the Helmholtz machine. Neural computation 11 (3), pp. 653 - 677 (1999)

Li, Z.; Dayan, P.: Computational differences between asymmetrical and symmetrical networks. Network: Computation in Neural Systems 10 (1), pp. 59 - 77 (1999)

Abbott, L.; Dayan, P.: The Effect of Correlated Variability on the Accuracy of a Population Code. Neural computation 11 (1), pp. 91 - 101 (1999)

Dayan, P.: A Hierarchical Model of Binocular Rivalry. Neural computation 10 (5), pp. 1119 - 1135 (1998)