Connectionists: NEURAL COMPUTATION - July 1, 2016

[Terry Sejnowski]

Neural Computation - Volume 28, Number 7 - July 1, 2016

Available online for download now:
http://www.mitpressjournals.org/toc/neco/28/7

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Articles

Learning Visual Spatial Pooling by Strong PCA Dimension Reduction
Haruo Hosoya, Aapo Hyvarinen

An Infinite Restricted Boltzmann Machine
Marc-Alexandre Cote,  Hugo Larochelle

Note

A Single Hidden Layer Feedforward Network With Only One Neuron 
in the Hidden Layer Can Approximate Any Univariate Function
Namig J. Guliyev, Vugar E. Ismailov

Letters

1-D Current-source Density (CSD) Estimation in Inverse Theory: 
A Unified Framework for Higher-order Spectral Regularization of 
Quadrature and Expansion Type CSD Methods
Pascal Kropf, Amir Shmuel

A Novel Nonparametric Approach for Neural Encoding and Decoding Models 
of Multimodal Receptive Fields
Rahul Agarwal, Zhe Chen, Fabian Kloosterman, 
Matthew A Wilson, and Sridevi V. Sarma

Regularized Multi-Task Learning for Multi-Dimensional 
Log-Density Gradient Estimation
Ikko Yamane, Hiroaki Sasaki, and Masashi Sugiyama

Nonlinear Memory Capacity of Parallel Time-delay Reservoir Computers 
in the Processing of Multidimensional Signals
Lyudmila Grigoryeva, Julie Henriques, Laurent Larger, and Juan-Pablo Ortega

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