Connectionists: NEURAL COMPUTATION - September, 2010

[Terry Sejnowski]

Neural Computation - Contents - Volume 22, Number 9 - September 1, 2010

LETTERS

Tractable Multivariate Binary Density Estimation and the Restricted Boltzmann Forest
Hugo Larochelle, Yoshua Bengio, and Joseph Turian

A Two-Layer Model of Natural Stimuli Estimated with Score Matching
Urs Koster and Aapo Hyvarinen

Individual Differences in Nucleus Accumbens Dopamine Receptors Predict Development of
Addiction-Like Behavior: A Computational Approach
Payam Piray, Mohammad Mahdi Keramati, Amir Dezfouli, Caro Lucas, and Azarakhsh Mokri

Extracting State Transition Dynamics from Multiple Spike Trains Using Hidden
Markov Models with Correlated Poisson Distribution
Kentaro Katahira, Jun Nishikawa, Kazuo Okanoya, and Masato Okada

Sound Retrieval and Ranking Using Sparse Auditory Representations
Richard F. Lyon, Martin Rehn, Samy Bengio, Thomas C. Walters, and Gal Chechik

A Grouped Ranking Model for Item Preference Parameter
Hideitsu Hino, Yu Fujimoto, and Noboru Murata

Topographic Mapping of Large Data Sets
Barbara Hammer and Alexander Hasenfuss

The MEE Principle in Data Classification: A Perceptron-Based Analysis
Luis M. Silva, J. Marques de Sa and Luis Alexandre

Bayesian Online Learning of the Hazard Rate in Change-Point Problems
Robert C. Wilson, Matthew R. Nassar, and Joshua I. Gold

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