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2007
|
|
|
| GCNU TR 2007-002 |
|
Richard E. Turner and Maneesh Sahani
Probabilistic Amplitude Demodulation
[abstract]
[pdf]
[supplemental material]
|
|
2005
|
|
|
| GCNU TR 2005-003 |
|
Iain Murray and Zoubin Ghahramani
A note on the evidence and Bayesian Occam's razor
[pdf]
|
|
2001
|
|
|
| GCNU TR 2001-001 |
|
Yee-Whye Teh and Max Welling
Passing and Bouncing Messages for Generalised Inference |
| GCNU TR 2001-002 |
|
Max Welling and Geoffrey Hinton
New Learning Algorithms for Mean Field Boltzmann Machines
[abstract] [pdf] [ps.gz] |
| GCNU TR 2001-003 |
|
Matt Beal and Zoubin Ghahramani
The Variational Kalman Smoother
[abstract] [pdf] [ps] |
| GCNU TR 2001-004 |
|
Max Welling and Geoffrey Hinton
Approximate Contrastive Free Energies for Learning in Undirected Graphical Models
[abstract] [pdf] [ps.gz] |
|
2000
|
|
|
| GCNU TR 2000-001 |
|
Zhaoping Li
Computational Design and Nonlinear Dynamics of Recurrent Network Models of the Primary
Visual Cortex
[abstract] [ps] [pdf] |
| GCNU TR 2000-002 |
|
Alberto Paccanaro and Geoffrey Hinton
Learning Distributed Representations of Concepts Using Linear Relational Embedding
[abstract] [ps.gz] [pdf] |
| GCNU TR 2000-003 |
|
Zhaoping Li
Can V1 mechanisms account for higher neural responses to figures and their medial axes
against background?
[abstract] [ps] [pdf] |
| GCNU TR 2000-004 |
|
Geoffrey Hinton
Training Products of Experts by Minimizing Contrastive Divergence
[abstract] [ps.gz] [pdf] |
| GCNU TR 2000-005 |
|
Maneesh Sahani and Peter Dayan
Multiplicative Modulation of Bump Attractors
[ps.gz] [pdf] |
| GCNU TR 2000-007 |
|
Cancelled |
| GCNU TR 2000-008 |
|
Andrew Brown, Geoffrey Hinton
Products of Hidden Markov Models
[abstract] [ps] [pdf] |
|
1999
|
|
|
| GCNU TR 1999-001 |
|
Geoffrey Hinton
Training Products of Experts by Maximizing Contrastive Likelihood
[See updated version: GCNU TR 2000-004] |
| GCNU TR 1999-002 |
|
Sam Roweis, Carlos Brody
Linear Heteroencoders
[abstract] [ps.gz] [pdf] |
| GCNU TR 1999-003 |
|
Sam Roweis
Constrained Hidden Markov Models
[abstract] [ps] [pdf] |
| GCNU TR 1999-004 |
|
Zhaoping Li
Odour Recognition and Segmentation by a Model Olfactory Bulb and Cortex
[abstract] [ps.gz] [pdf] |
| GCNU TR 1999-005 |
|
Szabolcs Kli, Peter Dayan
The Involvement of Recurrent Connections in Area CA3 in Establishing the Properties of
Place Fields: A Model
abstract [ps] [pdf] |
| GCNU TR 1999-006 |
|
Zoubin Ghahramani, Matthew Beal and Hagai Attias
Learning Model Structure
[abstract] [ps] [pdf] |
| |