Neural Computation - Contents - Volume 18, Number 10 - October 1, 2006
Note
Consistency of Pseudolikelihood Estimation of Fully Visible Boltzmann Machines
Aapo Hyvarinen
Letters
Images, Frames and Connectionist Hierarchies
Peter Dayan
Properties of Synergies Arising from a Theory of Optimal Motor Behavior
Manu Chhabra and Robert A. Jacobs
Recognition by Variance: Learning Rules for Spatio Temporal Patterns
Omri Barak and Misha Tsodyks
Estimating Spiking Irregularities Under Changing Environments
Keiji Miura, Masato Okada, and Shun-chi Amari
Spatio-temporal Structure in Large Neuronal Networks
Detected from Cross Correlation
Gaby Schnneider, Martha N. Havenith and Danko Nikolic
Stable Competitive Dynamics Emerge from Multi-Spike Interactions in a
Stochastic Model of Spike Timing Dependent Plasticity
Peter A. Appleby and Terry Elliott
A State-Space Analysis for Reconstruction of Goal-Directed Movements Using Neural Signals
Lakshminarayan Srinivasan, Uri T. Eden, Alan S. Willsky, and Emory N. Brown
What is the Relation Between Slow Feature Analysis and Independent Component Analysis
Tobias Blaschke, Laurenz Wiskott, and Pietro Berkes
Non-Local Estimation of Manifold Structure
Yoshua Bengio, Martin Monperrus, and Hugo Larochelle
Dynamics and Topographic Organization of Recursive Fields in Recursive Self-Organizing Map
Peter Tino, Igo Farkas, and Jort van Mourik
On Consistency of a Blocked Neural Network Estimator in Time Series Analysis
A. Sarishvili, Ch. Andersson, J. Franke and G. Kroisandt
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