Gatsby Unit Publications since 1998

2001
01-2001	J. C. Pelan and K. A. Berrington Atomic Data from the IRON Project [Abstract] [Full HTML] [PDF file (226 KB)] [PS file (183 KB)] Astronomy &Astrophysics 365, 258-265
02-2001	Zhaoping Li and Peter Dayan Position Variance, Recurrence and Perceptual Learning In Advances in Neural Information Processing Systems 13, MIT Press, Cambridge, MA
03-2001	Szabolcs Kali and Peter Dayan Hippocampally-Dependent Consolidation in a Hierarchical Model of Neocortex In Advances in Neural Information Processing Systems 13, MIT Press, Cambridge, MA
04-2001	Sham Kakade and Peter Dayan Dopamine Bonuses In Advances in Neural Information Processing Systems 13, MIT Press, Cambridge, MA
05-2001	Silvia Scarpetta, Zhaoping Li and John Hertz Spike-Timing-Dependent Learning for Oscillatory Networks In Advances in Neural Information Processing Systems 13, MIT Press, Cambridge, MA
06-2001	Carl van Vreeswijk Whence Sparseness? In Advances in Neural Information Processing Systems 13, MIT Press, Cambridge, MA
07-2001	Peter Dayan Competition and Arbors in Ocular Dominance In Advances in Neural Information Processing Systems 13, MIT Press, Cambridge, MA
08-2001	Carl Edward Rasmussen and Zoubin Ghahramani Occam's Razor In Advances in Neural Information Processing Systems 13, MIT Press, Cambridge, MA
09-2001	Peter Dayan and Sham Kakade Explaining Awayt in Weight Space In Advances in Neural Information Processing Systems 13, MIT Press, Cambridge, MA
10-2001	Zoubin Ghahramani and Matthew Beal Propagation Algorithms for Variational Bayesian Learning In Advances in Neural Information Processing Systems 13, MIT Press, Cambridge, MA
11-2001	Sam Roweis One Microphone Source Separation In Advances in Neural Information Processing Systems 13, MIT Press, Cambridge, MA
12-2001	Yee Whye Teh and Geoffrey Hinton Rate-coded Restricted Boltzmann Machines for Face Recognition In Advances in Neural Information Processing Systems 13, MIT Press, Cambridge, MA [abstract] [ps] [pdf]
13-2001	Guy Mayraz and Geoffrey Hinton Recognizing Hand-written Digits Using Hierarchical Prudcts of Experts In Advances in Neural Information Processing Systems 13, MIT Press, Cambridge, MA [abstract] [ps] [pdf]
14-2001	Brian Sallans and Geoffrey Hinton Using Free Energies to Represent Q-values in a Multiagent Reinforcement Learning Task In Advances in Neural Information Processing Systems 13, MIT Press, Cambridge, MA [abstract] [ps] [pdf]
15-2001	Geoffrey Hinton and Andrew Brown Training Many Small Hidden Markov Models. To appear in Proceedings of the Workshop on Innovation in Speech Processing. [abstract] [ps] [pdf]
16-2001	Andrew Brown and Geoffrey Hinton. Products of Hidden Markov Models. T. Jaakkola and T. Richardson eds., Proceedings of Artificial Intelligence and Statistics 2001, Morgan Kaufmann, pp3-11 [abstract] [ps] [pdf]
2000
01-2000	Geoffrey Hinton and Andrew Brown Spiking Boltzmann Machines [abstract] [ps.gz] [pdf] In Advances in Neural Information Processing Systems 12, MIT Press, Cambridge, MA
02-2000	Geoffrey Hinton, Zoubin Ghahramani and Yee Whye Teh Learning to Parse Images [abstract] [ps] [pdf] In Advances in Neural Information Processing Systems 12, MIT Press, Cambridge, MA
03-2000	Hagai Attias A Variational Bayesian Framework for Graphical Models. [abstract] [ps] [pdf] In Advances in Neural Information Processing Systems 12, MIT Press, Cambridge, MA
04-2000	Hagai Attias Independent Factor Analysis with Temporally Structured factors. [abstract] [ps] [pdf] In Advances in Neural Information Processing Systems 12, MIT Press, Cambridge, MA
05-2000	Sam Roweis Constrained Hidden Markov Models [abstract] [ps.gz] [pdf] In Advances in Neural Information Processing Systems 12, MIT Press, Cambridge, MA
06-2000	Zoubin Ghahramani, and Matthew Beal Variational Inference for Bayesian Mixtures of Factor analysers. [abstract] [ps.gz] [pdf] In Advances in Neural Information Processing Systems 12, MIT Press, Cambridge, MA
07-2000	Brian Sallans Learning Factored Representations for Partially Observable Markov Decision Processes. [abstract] [ps] [pdf] In Advances in Neural Information Processing Systems 12, MIT Press, Cambridge, MA
08-2000	Sham Kakade and Peter Dayan Acquisition in Autoshaping [abstract] [ps] [pdf] In Advances in Neural Information Processing Systems 12, MIT Press, Cambridge, MA
09-2000	Zhaoping Li Can V1 Mechanisms Account for Figure-Ground and Medial Axis Effects? [abstract] [ps.gz] [pdf] In Advances in Neural Information Processing Systems 12, MIT Press, Cambridge, MA
10-2000	David Foster, R. Morris and Peter Dayan Models of Hippocampally Dependent Navigation, Using the Temporal Difference Learning Rule [ps] [pdf] To appear in Hippocampus
11-2000	Carl van Vreeswijk and David Hansel Patterns of Synchrony in Neural Networks with Spike Adaptation [abstract] [ps.gz] [pdf] To appear in Neural Computation
12-2000	Carl van Vreeswijk Analysis of the Asynchronous State in Networks of Strongly Coupled Oscillators [abstract] [ps.gz] [pdf] Submitted to Physical Review Letters
13-2000	Carl van Vreeswijk Information Transmission with Renewal Neurons [abstract] Submitted to Computational Neuroscience 2000
14-2000	Alberto Paccanaro and Geoffrey Hinton Learning Distributed Representations of Concepts Using Linear Relational Embedding Submitted to IEEE Trans. on Knowledge and Data Engineering - Special Issue on 'Connectionists Models for learning in Structured Domains [abstract] [ps] [pdf]
15-2000	Alberto Paccanaro and Geoffrey Hinton Learning Distributed Representations by Mapping Concepts and Relations into a Linear Space Submitted to the Seventeenth International Conference on Machine Learning, ICML 2000
16-2000	Emanuel Todorov Direct Cortical Control of Muscle Activation in Voluntary Arm Movements: A Model Nature Neuroscience, April 2000, vol 3 no 4 [abstract] [pdf]
17-2000	M. Holden, Emanuel Todorov, J. Callahan and E. Bizzi Virtual Environment Training Improves Motor Performance in Two Patients with Stroke. Neurology Report, in press
18-2000	Guy Mayraz, Geoffrey Hinton Recognizing Hand-Written Digits Using Hierarchical Products of Experts Submitted to Advances in Neural Information Processing Systems 13, MIT Press, Cambridge, MA [abstract] [ps.gz] [pdf]
19-2000	Brian Sallans, Geoffrey Hinton Using Free Energies to Represent Q-values in a Multiagent Reinforcement learning Task Submitted to Advances in Neural Information Processing Systems 13, MIT Press, Cambridge, MA [abstract] [ps.gz] [pdf]
20-2000	Yee-Whye Teh, Geoffrey Hinton Rate-coded Restricted Boltzmann Machines for Face Recognition Submitted to Advances in Neural Information Processing Systems 13, MIT Press, Cambridge, MA [abstract] [ps.gz] [pdf]
21-2000	Sam Roweis and Zoubin Ghahramani An EM Algorithm for Identification of Nonlinear Dynamical Systems [Preprint] [abstract][ps] [pdf]
22-2000	Alberto Paccanaro and Geoffrey Hinton Extracting Distributed Representations of Concepts and Relations from Positive and Negative Propositions To appear in the Proceedings of the International Joint Conference on Neural Networks, IJCNN 2000
01-1999	Geoffrey Hinton and Terry Sejnowski (eds) Unsupervised Learning: Foundations of Neural Computation June 1999, MIT Press, Cambridge, Massachusetts
02-1999	Geoffrey Hinton Supervised Learning in Multilayer Neural Networks in The MIT Encyclopedia of the Cognitive Sciences Edited by Robert Wilson and Frank Keil The MIT Press, Cambridge, Massachusetts [ps] [pdf]
03-1999	Zoubin Ghahramani and Sam Roweis Learning Nonlinear Dynamical Systems Using an EM Algorithm. [abstract] [ps.gz] [pdf] Advances in Neural Information Processing Systems 11:431-437, MIT Press, Cambridge, MA.
04-1999	Hagai Attias Learning a Hierarchical Belief Network of Independent Factor Analyzers [abstract] [ps] [pdf] Advances in Neural Information Processing Systems 11, MIT Press, Cambridge, MA.
05-1999	Sam Roweis and Zoubin Ghahramani A Unifying Review of Linear Gaussian Models [abstract] [ps.gz] [pdf] Neural Computation 11(2) 305-345
06-1999	Geoffrey Hinton Products of Experts [abstract] [ps] [pdf] Proceedings of the Ninth International Conference on Artificial Neural Networks [ICANN 99 Vol 1 pages 1-6].
07-1999	Szabolcs Káli and Peter Dayan Spatial Representations in Related Environments in a Recurrent Model of Area CA3 of the Rat [abstract] [ps] [pdf] Proceedings of the Ninth International Conference on Artificial Neural Networks
08-1999	Zoubin Ghahramani, Alex Korenberg and Geoffrey Hinton Scaling in a Hierarchical Unsupervised Network [abstract] [ps] [pdf] Proceedings of the Ninth International Conference on Artificial Neural Networks [ICANN 99, Vol 1 pages 13-18]
09-1999	Peter Dayan and Richard Zemel Statistical Models and Sensory Attention [abstract] [ps] [pdf] Proceedings of the Ninth International Conference on Artificial Neural Networks
10-1999	Hagai Attias Blind Source Separation by Dynamic Graphical Models [abstract] [ps] [pdf] Proceedings of the Ninth International Conference on Artificial Neural Networks
11-1999	Zoubin Ghahramani and Geoffrey Hinton Variational Learning for Switching State-Space Models [abstract] [ps.gz] [pdf] Neural Computation (in press)
12-1999	Naonori Ueda, Ryohei Nakano, Zoubin Ghahramani, and Geoffrey Hinton SMEM Algorithm for Mixture Models [abstract] [ps.gz] [pdf] Neural Computation (in press)
13-1999	Hagai Attias Hierarchical IFA Belief Networks. Statistics and Artificial Intelligence 7 (Ed. by D. Heckerman and J. Whittaker). Morgan Kaufmann.
14-1999	Hagai Attias Inferring Parameters and Structure of Latent Variable Models by Variational Bayes. [abstract] [ps] [pdf] Proc. 15th Conference on Uncertainty in Artificial Intelligence.
15-1999	Richard Zemel and Peter Dayan Distributional Population Codes and Multiple Motion Models [abstract] [ps] [pdf] Advances in Neural Information Processing Systems, 11
16-1999	Peter Dayan Unsupervised Learning In Wilson, RA & Keil F, editors, The MIT Encyclopedia of the Cognitive Sciences.
17-1999	Zhaoping Li and Peter Dayan Computational Differences Between Asymmetrical and Symmetrical Networks [abstract] [ps.gz] [pdf] Network: Comput. Neural Syst. 10, 59-77 and Advances in Neural Information Processing Systems, 11, MIT Press, Cambridge, MA
18-1999	Juan Lin and Peter Dayan Curved Gaussian Models with Application to Modeling Currency Exchange Rates. [abstract] [ps] [pdf] In YS Abu-Mostafa, B LeBaron, AW Lo & AS Weigend, Editors, Computational Finance 99. Cambridge, MA: MIT Press
19-1999	Larry Abbott, Peter Dayan The Effect of Correlated Variability on the Accuracy of a Population Code [abstract] [ps] [pdf] Neural Computation, 11, 91-101
20-1999	Zhaoping Li and John Hertz Odour Recognition and Segmentation by a Model Olfactory Bulb and Cortex [abstract] [ps.gz] [pdf] Neurocomputing 26-27, 789-794
21-1999	Zhaoping Li Visual Segmentation by Contextual Influences Via Intra-Cortical Interactions in the Primary Visual Cortex [abstract] [ps.gz] [pdf] Network: Comput. Neural Syst. 10, 187-212
22-1999	Zhaoping Li Contextual Influences in V1 as a Basis for Pop Out and Asymmetry in Visual Search [abstract] [ps] [pdf] Proceedings of National Academy of Science 9:18, 10530-10535, USA