Connectionists: NEURAL COMPUTATION - November 1, 2021

[Terry Sejnowski]

Neural Computation - Volume 33, Number 11 - November 1, 2021

available online for download now:
http://www.mitpressjournals.org/toc/neco/33/11
http://cognet.mit.edu/content/neural-computation

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Article

Parametric UMAP Embeddings for Representation and Semi-supervised Learning
Tim Sainburg, Leland McInnes, and Timothy Gentner

Letters

Replay in Deep Learning: Current Approaches and Missing Biological Elements
Tyler Hayes, Giri P. Krishnan, Maxim Bazhenov, Hava Siegelmann,
Terrence Sejnowski, and Christopher Kanan

Flexible Transmitter Network
Shao-Qun Zhang, Zhi-Hua Zhou

Dynamic Spatiotemporal Pattern Recognition With Recurrent Spiking Neural Network
Yueming Wang, Jiangrong Shen, and Yueming Wang

Completion of the Infeasible Actions of Others: Goal Inference by Dynamical Invariant
Takuma Torii, Shohei Hidaka

Temporal Variabilities Provide Additional Category-related Information
in Object Category Decoding: A Systematic Comparison of Informative EEG Features
Hamid Karimi-Rouzbahani, Mozhgan Shahmohammadi, Ehsan Vahab, Saeed Setayeshi, and Thomas Carlson

Expansion of Information in the Binary Autoencoder With Random Binary Weights
Viacheslav Osaulenko

Asymptotic Input-output Relationship Predicts Electric Field Effect
on Sublinear Dendritic Integration of AMPA Synapses
Yaqin Fan, Xile Wei, Guosheng Yi, Meili Lu, Jiang Wang, and Bin Deng

Task Agnostic Continual Learning Using Online Variational Bayes With Fixed-Point Updates
Chen Zeno, Itay Golan, Elad Hoffer, and Daniel Soudry


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