No subject

Antonio Turiel and Nestor Parga

NOTE

Exponential Or Polynomial Learning Curves? - Case By Case Studies
Hanzhong Gu and Haruhisa Takahashi

LETTERS

Training Feed-forward Neural Networks With Gain Constraints
Eric Hartman

Variational Learning for Switching State-Space Models
Zoubin Ghahramani and Geoffrey E. Hinton

Retrieval Properties of A Hopfield Model With Random 
Asymmetric Interactions
Zhang Chengxiang, Chandan Dasgupta and Manoranjan P. Singh

On "Natural" Learning And Pruning in Multi-Layered Perceptrons
Tom Heskes

Synthesis of Generalized Algorithms for the Fast Computation of 
Synaptic Conductances with Markov Kinetic Models in Large Network Simulations   
Michele Giugliano

Hierarchical Bayesian Models for Regularisation in Sequential Learning
J.F.G. de Freitas, M. Niranjan and A. H. Gee

Sequential Monte Carlo Methods to Train Neural Network Models
J.F.G. de Freitas, M. Niranjan an, A. H. Gee and A. Doucet

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