ARTICLE Communicated by Simon Du On the Explainability of Graph Convolutional Network With GCN Tangent Kernel Xianchen Zhou zhouxianchen13@nudt.edu.cn Hongxia Wang wanghongxia@nudt.edu.cn National University of Defense Technology, Changsha 410073, P.R.C. Graph convolutional network (GCN) is…

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ARTICLE Communicated by John Beggs Large-Scale Algorithmic Search Identifies Stiff and Sloppy Dimensions in Synaptic Architectures Consistent With Murine Neocortical Wiring Tarek Jabri tarekjabri@g.harvard.edu Department of Neurobiology, University of Chicago, Chicago, IL 60637, U.S.A. Jason…

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LETTER Communicated by Si Wu Progressive Interpretation Synthesis: Interpreting Task Solving by Quantifying Previously Used and Unused Information Zhengqi He zhengqi.he@riken.jp Lab for Neural Computation and Adaptation, RIKEN Center for Brain Science, Saitama 351-0198, Japan…

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ARTICLE Communicated by Shigehiro Namiki A Neural Model for Insect Steering Applied to Olfaction and Path Integration Andrea Adden andrea.adden@crick.ac.uk Vision Group, Department of Biology, Lund University, 221 00 Lund, Sweden Terrence C. Stewart terrence.stewart@nrc-cnrc.gc.ca…

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ARTICLE Communicated by Steven Zucker Toward Network Intelligence Alex Pentland pentland@mit.edu Massachusetts Institute of Technology, Cambridge, MA 02139, U.S.A. This article proposes a conceptual framework to guide research in neural computation by relating it to…

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Communicated by James V. Stone On Suspicious Coincidences and Pointwise Mutual Information Christopher K. I. Williams ckiw@inf.ed.ac.uk School of Informatics, University of Edinburgh, Edinburgh EH8 9AB, U.K. Barlow (1985) hypothesized that the co-occurrence of two…

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ARTICLE Communicated by Terrence Sejnowski Disentangled Representation Learning and Generation With Manifold Optimization Arun Pandey arun.pandey@esat.kuleuven.be KU Leuven, Department of Electrical Engineering, STADIUS Center for Dynamical Systems, Signal Processing and Data Analytics, B-3001 Leuven, Belgium…

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LETTER Communicated by Stefano Panzeri Bayesian Integration in a Spiking Neural System for Sensorimotor Control Massimo Grillo massimo.grillo97@gmail.com Nearlab, Department of Electronics, Information and Bioengineering, Politecnico di Milano, 20133, Milan, Italy Alice Geminiani alice.geminiani@unipv.it Department…

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LETTER Communicated by Lea Duncker Probing the Relationship Between Latent Linear Dynamical Systems and Low-Rank Recurrent Neural Network Models Adrian Valente adrian.valente@ens.fr Srdjan Ostojic srdjan.ostojic@ens.fr Laboratoire de Neurosciences Cognitives et Computationnelles, INSERM U960, Ecole Normale…

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Communicated by Terrence Sejnowski Feelings Are the Source of Consciousness Antonio Damasio damasio@usc.edu Hanna Damasio hdamasio@usc.edu Brain and Creativity Institute, Dornsife College of Letters, Arts and Sciences, University of Southern California, Los Angeles, CA 90089-2921,…

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