Connectionists: NEURAL COMPUTATION - April, 2012

[Terry Sejnowski]

Neural Computation - Contents -- Volume 24, Number 4 - April 1, 2012

Article

Learning Intermediate-Level Representations of Form and Motion 
from Natural Movies
Charles F. Cadieu and Bruno A. Olshausen

Letters

Decorrelation of Spiking Variability and Improved Information       
Transfer through Feedforward Divisive Normalization
Bryan P. Tripp

Optimal Sequential Detection of Stimuli from Multi-Unit Recordings 
Taken in Densely Populated Brain Regions
Nir Nossenson  and Hagit Messer

Generalization and Multi-Rate Models of Motor Adaptation    
Hirokazu Tanaka, John W. Krakauer and Terrence J. Sejnowski

Regularized Variational Bayesian Learning of Echo State
Networks with Delay and Sum Readout
Dmitriy Shutin, Christoph Zechner , Sanjeev R. Kulkarni and H. Vincent Poor

The Computational Power of Interactive Recurrent Neural Networks       
Jeremie Cabessa and Hava T. Siegelmann

Rewiring-induced Chaos in Pulse-coupled Neural Networks   
Takashi Kanamaru and Kazuyuki Aihara

Nondegenerate Piecewise Linear Systems: A Finite    
Newton Algorithm and Applications in Machine Learning
Xiao-Tong Yuan and Shuicheng Yan
      
Accelerated Multiplicative Updates and Hierarchical ALS Algorithms 
for Nonnegative Matrix Factorization
Nicolas Gillis and Francois Glineur

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