Connectionists: NEURAL COMPUTATION - July/August 2020

[Terry Sejnowski]

Neural Computation - Volume 32, Number 7 - July 1, 2020

Available online for download now:
http://www.mitpressjournals.org/toc/neco/32/7
http://cognet.mit.edu/content/neural-computation

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Any Target Function Exists in a Neighborhood of Any 
Sufficiently Wide Random Network: A Geometrical Perspective
Shun-ichi Amari 

Article

Inference of a Mesoscopic Population Model From Population Spike Trains
Alexandre Rene, Andre Longtin, and Jakob Macke 

Letters

Stochastic Multi-Channel Ranking With Brain Dynamics Preferences
Yuangang Pan, Ivor W. Tsang, Avinash Singh, Chin-teng Lin, 
and Masashi Sugiyama 

A Discrete-time Neurodynamic Approach to Sparsity-Constrained 
Nonnegative Matrix Factorization
Xinqi Li, Jun Wang, and Sam Kwong 

On a Scalable Entropic Breaching of the Overfitting Barrier 
for Small Data Problems in Machine Learning
Illia Horenko 

Theory and Algorithms for Shapelet-based Multiple-Instance Learning
Daiki Suehiro, Kohei Hatano, Eiji Takimoto, Shuji Yamamoto, 
Kenichi Bannai, and Akiko takeda 


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Neural Computation - Volume 32, Number 8 - August 1, 2020

available online for download now:
http://www.mitpressjournals.org/toc/neco/32/8
http://cognet.mit.edu/content/neural-computation

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Article

Heterogeneous Synaptic Weighting Improves Neural Coding 
in the Presence of Common Noise
Pratik Singh Sachdeva, Jesse A Livezey, and Mike DeWeese 

Letters

A Model for the Study of the Increase in Stimulus and 
Change Point Detection With Small and Variable Spiking Delays
Benjamin Straub, Gaby Schneider 

A Mathematical Analysis of Memory Lifetime in a 
Simple Network Model of Memory
Pascal Helson 

Shapley Homology: Topological Analysis of Sample Influence '
for Neural Networks
Kaixuan Zhang, Qinglong Wang, Xue Liu, and Lee Giles 

Generation of Scale-invariant Sequential Activity 
in Linear Recurrent Networks
Yue Liu, M.A., Marc W. Howard 

Minimal Spiking Neuron for Solving Multi-label Classification Tasks
Jakub Fil, Dominique Chu 

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