Connectionists: NEURAL COMPUTATION - January 1, 2017

[Terry Sejnowski]

Neural Computation - Volume 29, Number 1 - January 1, 2017

Available online for download now:
http://www.mitpressjournals.org/toc/neco/29/1

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Article

Active Inference: A Process Theory
Karl Friston, Philipp Schwartenbeck, Thomas FitzGerald, 
Francesco Rigoli, and Giovanni Pezzulo

Letters

The Population Tracking Model: A Simple, Scalable Statistical Model 
for Neural Population Data
Cian O'Donnell, J. Tiago Goncalves, Nick Whiteley, Carlos Portera-Cailliau, 
Terrence J. Sejnowski

A Combinatorial Model for Dentate Gyrus Sparse Coding
William Severa, Ojas Parekh, Conrad D James, and James B. Aimone

Analytical Calculation of Mutual Information Between Weakly Coupled 
Poisson-Spiking Neurons in Models of Dynamically Gated Communication
Jonathan Cannon

On the Mathematical Consequences of Binning Spike Trains
Bruno Cessac, Arnaud Le Ny, and Eva Loecherbach

Orientation Histogram-based Center-surround Interaction: 
An Integration Approach for Contour Detection
Rongchang Zhao, Min Wu, Xiyao Liu, Beiji Zou, and Li Fangfang

Fast Accurate Localization of Epileptic Seizure Onset Zones 
Based on Detection of High-frequency Oscillations Using 
Improved Wavelet Transform and Matching Pursuit Methods
Min Wu, Ting Wan, Xiongbo Wan, Yuxiao Du, and Jinhua She

Online Reinforcement Learning Using a Probability Density Estimation
Alejandro Agostini, Enric Celaya

LSV-based Tail Inequalities for Sums of Random Matrices
Chao Zhang, Lei Du, and Dacheng Tao

Improving the Incoherence of a Learned Dictionary via Rank Shrinkage
Shashanka Ubaru, Abd-Krim Seghouane, and Yousef Saad


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