Connectionists: NEURAL COMPUTATION - December 1, 2020

[Terry Sejnowski]

Neural Computation - Volume 32, Number 12 - December 1, 2020

available online for download now:
http://www.mitpressjournals.org/toc/neco/32/12
http://cognet.mit.edu/content/neural-computation

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Articles

Resonator Networks Outperform Optimization Methods 
at Solving High-dimensional Vector Factorization
Spencer Kent, E. Paxon Frady, Friedrich T Sommer, 
and Bruno A. Olshausen 

Resonator Networks for Factoring Distributed Representations 
of Data Structures
E. Paxon Frady, Spencer Kent, Bruno A. Olshausen, 
and Friedrich T Sommer 

Differential Covariance: A New Method to Estimate 
Functional Connectivity in fMRI
Tiger W. Lin, Yusi Chen, Qasim Bukhari, Giri P. Krishnan, 
Maxim Bazhenov, and Terrence J. Sejnowski 

Letters

Synchrony and Complexity in State-related EEG Networks: 
An Application of Spectral Graph Theory
Amir Hossein Ghaderi, Bianca R. Baltaretu, 
Masood Nemati Andevari, Vishal Bharmauria, and Fuat Balci 

Toward a Unified Framework for Cognitive Maps
Woori Kim, Yongseok Yoo 

Active Learning for Level Set Estimation Under 
Input Uncertainty and Its Extensions
Yu Inatsu, Masayuki Karasuyama, Keiichi Inoue, and Ichiro Takeuchi 

Redundancy-aware Pruning of Convolutional Neural Networks
GuoTian Xie 

Analyzing and Accelerating the Bottlenecks of Training 
Deep SNNs With Backpropagation

Ruizhi Chen, Ling Li 


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