Publications of P Dayan

Yu, A.; Dayan, P.: Inference, Attention, and Decision in a Bayesian Neural Architecture. In: Advances in Neural Information Processing Systems 17, pp. 1577 - 1584 (Eds. Saul, L.; Weiss, Y.; Bottou, L.). Eighteenth Annual Conference on Neural Information Processing Systems (NIPS 2004) , Vancouver, BC, Canada, December 13, 2004 - December 18, 2004. MIT Press, Cambridge, MA, USA (2004)

Zemel, R.; Huys, Q.; Natarajan, R.; Dayan, P.: Probabilistic Computation in Spiking Populations. In: Advances in Neural Information Processing Systems 17, pp. 1609 - 1616 (Eds. Saul, L.; Weiss, Y.; Bottou, L.). Eighteenth Annual Conference on Neural Information Processing Systems (NIPS 2004) , Vancouver, BC, Canada, December 13, 2004 - December 18, 2004. MIT Press, Cambridge, MA, USA (2004)

Dayan, P.; Häusser, M.; London, M.: Plasticity Kernels and Temporal Statistics. In: Advances in Neural Information Processing Systems 16: Proceedings of the 2003 Conference, pp. 1303 - 1310 (Eds. Thrun, S.; Saul, L.; Schölkopf, B.). Seventeenth Annual Conference on Neural Information Processing Systems (NIPS 2003) , Vancouver, BC, Canada, December 08, 2003 - December 13, 2003. MIT Press, Cambridge, MA, USA (2004)

Gruber, A.; Dayan, P.; Gutkin, B.; Solla, S.: Dopamine Modulation in a Basal Ganglio-Cortical Network of Working Memory. In: Advances in Neural Information Processing Systems 16: Proceedings of the 2003 Conference, pp. 1271 - 1278 (Eds. Thrun, S.; Saul, L.; Schölkopf, B.). Seventeenth Annual Conference on Neural Information Processing Systems (NIPS 2003) , Vancouver, BC, Canada, December 08, 2003 - December 13, 2003. MIT Press, Cambridge, MA, USA (2004)

Dayan, P.; Sahani, M.; Deback, G.: Adaptation and Unsupervised Learning. In: Advances in Neural Information Processing Systems 15, pp. 221 - 228 (Eds. Becker, S.; Thrun, S.; Obermayer, K.). Sixteenth Annual Conference on Neural Information Processing Systems (NIPS 2002), Vancouver, BC, Canada, December 09, 2002 - December 14, 2002. (2003)

Káli, S.; Dayan, P.: Replay, Repair and Consolidation. In: Advances in Neural Information Processing Systems 15, pp. 19 - 26 (Eds. Becker, S.; Thrun, S.; Obermayer, K.). Sixteenth Annual Conference on Neural Information Processing Systems (NIPS 2002), Vancouver, BC, Canada, December 09, 2002 - December 14, 2002. MIT Press, Cambridge, MA, USA (2003)

Yu, A.; Dayan, P.: Expected and Unexpected Uncertainty: ACh and NE in the Neocortex. In: Advances in Neural Information Processing Systems 15, pp. 157 - 164 (Eds. Becker, S.; Thrun, S.; Obermayer, K.). Sixteenth Annual Conference on Neural Information Processing Systems (NIPS 2002), Vancouver, BC, Canada, December 09, 2002 - December 14, 2002. MIT Press, Cambridge, MA, USA (2003)

Dayan, P.: Motivated Reinforcement Learning. In: Advances in Neural Information Processing Systems 14, pp. 11 - 18 (Eds. Dietterich, T.; Becker, S.; Ghahramani, Z.). Fifteenth Annual Neural Information Processing Systems Conference (NIPS 2001) , Vancouver, BC, Canada, December 03, 2001 - December 08, 2001. MIT Press, Cambridge, MA, USA (2002)

Dayan, P.; Yu, A.: ACh, Uncertainty, and Cortical Inference. In: Advances in Neural Information Processing Systems 14, pp. 189 - 196 (Eds. Dietterich, T.; Becker, S.; Ghahramani, Z.). Fifteenth Annual Neural Information Processing Systems Conference (NIPS 2001) , Vancouver, BC, Canada, December 03, 2001 - December 08, 2001. MIT Press, Cambridge, MA, USA (2002)

Dayan, P.; Zemel, R.: Statistical models and sensory attention. In: Ninth International Conference on Artificial Neural Networks: ICANN 99, pp. 1017 - 1022. 9th International Conference on 'Artificial Neural Networks (ICANN '99), Edinburgh, UK, September 07, 1999 - September 10, 1999. IEEE, Piscataway, NJ, USA (2002)

Kali, S.; Dayan, P.: Spatial representations in related environments in a recurrent model of area CA3 of the rat. In: Ninth International Conference on Artificial Neural Networks: ICANN 99, pp. 138 - 143. 9th International Conference on 'Artificial Neural Networks (ICANN '99), Edinburgh, UK, September 07, 1999 - September 10, 1999. IEEE, Piscataway, NJ, USA (2002)

Dayan, P.: Competition and Arbors in Ocular Dominance. In: Advances in Neural Information Processing Systems 13, pp. 203 - 209 (Eds. Leen, T.; Dietterich, T.; Tresp, V.). Fourteenth Annual Neural Information Processing Systems Conference (NIPS 2000), Denver, CO, USA, November 27, 2000 - December 02, 2000. MIT Press, Cambridge, MA, USA (2001)

Dayan, P.; Kakade, S.: Explaining Away in Weight Space. In: Advances in Neural Information Processing Systems 13, pp. 451 - 457 (Eds. Leen, T.; Dietterich, T.; Tresp, V.). Fourteenth Annual Neural Information Processing Systems Conference (NIPS 2000), Denver, CO, USA, November 27, 2000 - December 02, 2000. MIT Press, Cambridge, MA, USA (2001)

Kakade, S.; Dayan, P.: Dopamine Bonuses. In: Advances in Neural Information Processing Systems 13, pp. 131 - 137 (Eds. Leen, T.; Dietterich, T.; Tresp, V.). Fourteenth Annual Neural Information Processing Systems Conference (NIPS 2000), Denver, CO, USA, November 27, 2000 - December 02, 2000. MIT Press, Cambridge, MA, USA (2001)

Kali, S.; Dayan, P.: Hippocampally-Dependent Consolidation in a Hierarchical Model of Neocortex. In: Advances in Neural Information Processing Systems 13, pp. 24 - 30 (Eds. Leen, T.; Dietterich, T.; Tresp, V.). Fourteenth Annual Neural Information Processing Systems Conference (NIPS 2000), Denver, CO, USA, November 27, 2000 - December 02, 2000. MIT Press, Cambridge, MA, USA (2001)

Li, Z.; Dayan, P.: Position Variance, Recurrence and Perceptual Learning. In: Advances in Neural Information Processing Systems 13, pp. 31 - 37 (Eds. Leen, T.; Dietterich, T.; Tresp, V.). Fourteenth Annual Neural Information Processing Systems Conference (NIPS 2000), Denver, CO, USA, November 27, 2000 - December 02, 2000. MIT Press, Cambridge, MA, USA (2001)

Káli, S.; Dayan, P.: A familiarity-based learning procedure for the establishment of place fields in area CA3 of the rat hippocampus. In: Annual Computational Neuroscience Meeting (CNS*2000), 259, pp. 1 - 5. 9th Annual Computational Neuroscience Meeting (CNS*2000), Brugge, Belgium, July 16, 2000 - July 20, 2000. (2000)

Kakade, S.; Dayan, P.: Acquisition in Autoshaping. In: Advances in Neural Information Processing Systems 12, pp. 24 - 30 (Eds. Solla, S.; Leen, T.; Müller, K.). Thirteenth Annual Neural Information Processing Systems Conference (NIPS 1999), Denver, CO, USA, November 29, 1999 - December 04, 1999. MIT Press, Cambridge, MA, USA (2000)

Lin, J.; Dayan, P.: Curved Gaussian Models with Application to Modeling Currency Exchange Rates. In: Computational finance 1999: selection of papers presented at Computational Finance '99 at the Stern School of Business, New York University, in January 1999, pp. 213 - 228 (Eds. Abu-Mostafa, Y.; LeBaron, B.; Lo, A.; Weigend, A.). Sixth Annual International Conference Computational Finance 1999, New York, NY, USA, 1999-01. MIT Press, Cambridge, MA, USA (2000)

Li, Z.; Dayan, P.: Computational Differences between Asymmetrical and Symmetrical Networks. In: Advances in Neural Information Processing Systems 11, pp. 274 - 280 (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)