Publications of P Dayan

Zemel, R.; Dayan, P.: Distributional Population Codes and Multiple Motion Models. In: Advances in Neural Information Processing Systems 11, pp. 174 - 180 (Eds. Kearns, M.; Solla, S.; Cohn, D.). Twelfth Annual Conference on Neural Information Processing Systems (NIPS 1998), Denver, CO, USA, November 30, 1998 - December 05, 1998. MIT Press, Cambridge, MA, USA (1999)

Dayan, P.; Long, T.: Statistical Models of Conditioning. In: Advances in Neural Information Processing Systems 10, pp. 117 - 123 (Eds. Jordan, M.; Kearns, M.; Solla, S.). Eleventh Annual Conference on Neural Information Processing Systems (NIPS 1997), Denver, CO, USA, December 01, 1997 - December 06, 1997. MIT Press, Cambridge, MA, USA (1998)

Foster, D.; Morris, R.; Dayan, P.: Hippocampal Model of Rat Spatial Abilities Using Temporal Difference Learning. In: Advances in Neural Information Processing Systems 10, pp. 145 - 151 (Eds. Jordan, M.; Kearns, M.; Solla, S.). Eleventh Annual Conference on Neural Information Processing Systems (NIPS 1997), Denver, CO, USA, December 01, 1997 - December 06, 1997. MIT Press, Cambridge, MA, USA (1998)

Dayan, P.: Recurrent Sampling Models. In: Theoretical aspects of neural computation: a multidisciplinary perspective, pp. 287 - 296 (Eds. Wong, K.-Y.; King, I.; Yeung, D.-Y.). International Workshop TANC'97 , Hongkong, May 26, 1997 - May 28, 1997. Springer, Singapore (1998)

Zemel, R.; Dayan, P.: Combining Probabilistic Population Codes. In: IJCAI-97: Fifteenth International Joint Conference on Artificial Intelligence, Vol. 2, pp. 1114 - 1119 (Ed. Pollack, M.). Fifteenth International Joint Conference on Artificial Intelligence (IJCAI 1997), Nagoya, Japan, August 23, 1997 - August 29, 1997. Morgan Kaufmann, San Francisco, CA, USA (1997)

Dayan, P.: A Hierarchical Model of Visual Rivalry. In: Advances in Neural Information Processing Systems 9, pp. 48 - 54 (Eds. Mozer, M.; Jordan, M.; Petsche, T.). Tenth Annual Conference on Neural Information Processing Systems (NIPS 1996), Denver, CO, USA, December 02, 1996 - December 05, 1996. MIT Press, Cambridge, MA, USA (1997)

Riesenhuber, M.; Dayan, P.: Neural Models for Part-Whole Hierarchies. In: Advances in Neural Information Processing Systems 9, pp. 17 - 23 (Eds. Mozer, M.; Jordan, M.; Petsche, T.). Tenth Annual Conference on Neural Information Processing Systems (NIPS 1996), Denver, CO, USA, December 02, 1996 - December 05, 1996. MIT Press, Cambridge, MA, USA (1997)

Singh, S.; Dayan, P.: Analytical Mean Squared Error Curves in Temporal Difference Learning. In: Advances in Neural Information Processing Systems 9, pp. 1054 - 1060 (Eds. Mozer, M.; Jordan, M.; Petsche, T.). Tenth Annual Conference on Neural Information Processing Systems (NIPS 1996), Denver, CO, USA, December 02, 1996 - December 05, 1996. MIT Press, Cambridge, MA, USA (1997)

Zemel, R.; Dayan, P.; Pouget, A.: Probabilistic Interpretation of Population Codes. In: Advances in Neural Information Processing Systems 9, pp. 676 - 682 (Eds. Mozer, M.; Jordan, M.; Petsche, T.). Tenth Annual Conference on Neural Information Processing Systems (NIPS 1996), Denver, CO, USA, December 02, 1996 - December 05, 1996. MIT Press, Cambridge, MA, USA (1997)

Dayan, P.: Recognition in Hierarchical Models. In: Foundations of Computational Mathematics: Selected Papers of a Conference Held at Rio de Janeiro, January 1997, pp. 43 - 62 (Eds. Cucker, F.; Shub, M.). Conference on Foundations of Computational Mathematics (FoCM 1997), Rio de Janeiro, Brazil. Springer, Berlin, Germany (1997)

Dayan, P.; Singh, S.: Long term potentiation, navigation and dynamic programming. In: Computational Neuroscience: Trends in Research 1997. 5th Annual Computational Neuroscience Conference (CNS*1996) , Boston, MA, USA, July 14, 1996 - July 17, 1996. Plenum Press, New York, NY, USA (1997)

Dayan, P.; Singh, S.: Improving Policies without Measuring Merits. In: Advances in Neural Information Processing Systems 8, pp. 1059 - 1065 (Eds. Touretzky , D.; Mozer, M.; Hasselmo, M.). Ninth Annual Conference on Neural Information Processing Systems (NIPS 1995), Denver, CO, USA, November 27, 1995 - December 02, 1995. MIT Press, Cambridge, MA, USA (1996)

Frey, B.; Hinton, G.; Dayan, P.: Does the Wake-sleep Algorithm Produce Good Density Estimators? In: Advances in Neural Information Processing Systems 8, pp. 661 - 667 (Eds. Touretzky , D.; Mozer, M.; Hasselmo, M.). Ninth International Conference on Neural Information Processing Systems (NIPS 1995), Denver, CO, USA, November 27, 1995 - December 02, 1995. MIT Press, Cambridge, MA, USA (1996)

Hinton, G.; Dayan, P.; To, A.; Neal, R.: The Helmholtz Machine Through Time. In: Conférence Internationale sur les Réseaux de Neurones Artificiels (ICANN 1995), pp. 483 - 490 (Eds. Fogelman-Soulie, F.; Gallinari, R.). Conférence Internationale sur les Réseaux de Neurones Artificiels (ICANN 1995), Paris, France, October 09, 1995 - October 13, 1995. RC2, Paris, France (1995)

Hinton, G.; Revo, M.; Dayan, P.: Recognizing Handwritten Digits Using Mixtures of Linear Models. In: Advances in Neural Information Processing Systems 7, pp. 1015 - 1022 (Eds. Tesauro, G.; Touretzky, T.; Leen, T.). Eighth Annual Conference on Neural Information Processing Systems (NIPS 1994), Denver, CO, USA, November 28, 1994 - December 01, 1994. MIT Press, Cambridge, MA, USA (1995)

Sejnowski, T.; Dayan, P.; Montague, P.: Predictive Hebbian Learning. In: COLT '95: Eighth Annual Conference on Computational Learning Theory, pp. 15 - 18 (Ed. Maass, W.). Eighth Annual Conference on Computational Learning Theory (COLT 1995) , Santa Cruz, CA, USA, July 05, 1995 - July 08, 1995. ACM Press, New York, NY, USA (1995)

Hinton, G.; Dayan, P.; Neal, R.; Zemel, R.: Using neural networks to learn intractable generative models. In: 1994 Proceedings of the Section on Bayesian Statistical Science, American Statistical Association, 1424. Annual Meeting of the American Statistical Association, Toronto, Canada, August 13, 1994 - August 18, 1994. (1994)

Montague, P.; Dayan, P.; Sejnowski, T.: Foraging in an Uncertain Environment Using Predictive Hebbian Learning. In: Advances in Neural Information Processing Systems 6, pp. 598 - 605 (Eds. Cowan, J.; Tesauro, G.; Alspector, J.). Seventh Annual Conference on Neural Information Processing Systems (NIPS 1993), Denver, CO, USA, November 29, 1993 - December 02, 1993. Morgan Kaufmann, San Mateo, CA, USA (1994)

Schraudolph, N.; Dayan, P.; Sejnowski, T.: Temporal Difference Learning of Position Evaluation in the Game of Go. In: Advances in Neural Information Processing Systems 6, pp. 817 - 824 (Eds. Cowan, J.; Tesauro, G.; Alspector, J.). Seventh Annual Conference on Neural Information Processing Systems (NIPS 1993), Denver, CO, USA, November 29, 1993 - December 02, 1993. Morgan Kaufmann, San Mateo, CA, USA (1994)

Dayan, P.; Hinton, G.: Feudal Reinforcement Learning. In: Advances in Neural Information Processing Systems 5, pp. 271 - 278 (Eds. Hanson, S.; Cowan, J.; Giles, C.). Sixth Annual Conference on Neural Information Processing Systems (NIPS 1992), Denver, CO, USA, November 30, 1992 - December 03, 1992. Morgan Kaufmann, San Mateo, CA, USA (1993)