Connectionists: NEURAL COMPUTATION - July 1, 2019

[Terry Sejnowski]

Neural Computation - Volume 31, Number 7 - July 1, 2019

Available online for download now: 
http://www.mitpressjournals.org/toc/neco/31/7
http://cognet.mit.edu/content/neural-computation

Review

A Review of Recurrent Neural Networks: LSTM Cells and Network Architectures
Yong Yu, Xiaosheng Si, Changhua Hu, and Jianxue Zhang

Letters

Characterizing Brain Connectivity From Human Electrocorticography (ECoG) 
Recordings With Unobserved Inputs During Epileptic Seizures
Anup Das, Daniel Sexton, Claudia Lainscsek, Sydney S. Cash and Terrence J Sejnowski

Multi-Input Multi-Output Neuronal Mode Network Approach to Modeling 
the Encoding Dynamics and Functional Connectivity of Neural Systems

Kunling Geng, Dae C. Shin, Dong Song, Robert E Hampson, 
Sam A Deadwyler, Theodore Berger, and Vasilis Z Marmarelis

Effective Dimensionality Reduction for Visualizing Neural Dynamics by Laplacian Eigenmaps
G. Sun, S. Zhang, Y. Zhang, K. Xu, Q. Zhang, T. Zhao, and Xiaoxiang Zheng

A Computational Perspective of the Role of Thalamus in Cognition
Nima Dehghani, Ralf D Wimmer

A Case of Near-optimal Sensory Integration Based on Kohonen Self-Organizing Maps
Lennart Gustafsson

A Reservoir Computing Model of Reward Modulated Motor Learning and Automaticity
Ryan Pyle, Rob Rosenbaum

Effect of Depth and Width of Neural Networks on Local Minima
Kenji Kawaguchi, Jiaoyang Huang, and Leslie Pack Kaelbling

Matrix Product State Based Quantum Classifier
Amandeep Singh Bhatia, Mandeep Kaur Saggi, Ajay Kumar, and Sushma Jain


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