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Volume 31, Issue 7
July 2019
Issue Cover
All Issues
ISSN 0899-7667
EISSN 1530-888X
In this Issue

Review

A Review of Recurrent Neural Networks: LSTM Cells and Network Architectures
Yong Yu, Xiaosheng Si, Changhua Hu, Jianxun Zhang
Neural Computation (2019) 31 (7): 1235–1270.
View articletitled, A Review of Recurrent Neural Networks: LSTM Cells and Network Architectures
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Letters

Characterizing Brain Connectivity From Human Electrocorticography Recordings With Unobserved Inputs During Epileptic Seizures
Anup Das, Daniel Sexton, Claudia Lainscsek, Sydney S. Cash, Terrence J. Sejnowski
Neural Computation (2019) 31 (7): 1271–1326.
View articletitled, Characterizing Brain Connectivity From Human Electrocorticography Recordings With Unobserved Inputs During Epileptic Seizures
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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, Samuel A. Deadwyler ...
Neural Computation (2019) 31 (7): 1327–1355.
View articletitled, Multi-Input, Multi-Output Neuronal Mode Network Approach to Modeling the Encoding Dynamics and Functional Connectivity of Neural Systems
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Effective Dimensionality Reduction for Visualizing Neural Dynamics by Laplacian Eigenmaps
Guanghao Sun, Shaomin Zhang, Yiwei Zhang, Kedi Xu, Qiaosheng Zhang ...
Neural Computation (2019) 31 (7): 1356–1379.
View articletitled, Effective Dimensionality Reduction for Visualizing Neural Dynamics by Laplacian Eigenmaps
Supplementary data
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A Computational Perspective of the Role of the Thalamus in Cognition
Nima Dehghani, Ralf D. Wimmer
Neural Computation (2019) 31 (7): 1380–1418.
View articletitled, A Computational Perspective of the Role of the Thalamus in Cognition
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A Case of Near-Optimal Sensory Integration Based on Kohonen Self-Organizing Maps
Lennart Gustafsson
Neural Computation (2019) 31 (7): 1419–1429.
View articletitled, A Case of Near-Optimal Sensory Integration Based on Kohonen Self-Organizing Maps
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A Reservoir Computing Model of Reward-Modulated Motor Learning and Automaticity
Ryan Pyle, Robert Rosenbaum
Neural Computation (2019) 31 (7): 1430–1461.
View articletitled, A Reservoir Computing Model of Reward-Modulated Motor Learning and Automaticity
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Effect of Depth and Width on Local Minima in Deep Learning
Kenji Kawaguchi, Jiaoyang Huang, Leslie Pack Kaelbling
Neural Computation (2019) 31 (7): 1462–1498.
View articletitled, Effect of Depth and Width on Local Minima in Deep Learning
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Matrix Product State–Based Quantum Classifier
Amandeep Singh Bhatia, Mandeep Kaur Saggi, Ajay Kumar, Sushma Jain
Neural Computation (2019) 31 (7): 1499–1517.
View articletitled, Matrix Product State–Based Quantum Classifier
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