LETTER Communicated by Alexander Schwing Deep Restricted Kernel Machines Using Conjugate Feature Duality Johan A. k. Suykens johan.suykens@esat.kuleuven.be KU Leuven ESAT-STADIUS, B-3001 Leuven, Belgium The aim of this letter is to propose a theory of…

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LETTER Communicated by Yoshua Bengio An Approximation of the Error Backpropagation Algorithm in a Predictive Coding Network with Local Hebbian Synaptic Plasticity James C. R. Whittington james.whittington@ndcn.ox.ac.uk MRC Brain Network Dynamics Unit, Universidad de Oxford,…

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LETTER Communicated by Mika Rubinov Comparison of Different Generalizations of Clustering Coefficient and Local Efficiency for Weighted Undirected Graphs Yu Wang Eshwar Ghumare eshwargorakhnath.ghumare@kuleuven.be Laboratory for Cognitive Neurology, Department of Neurosciences, KU Lovaina, Leuven 3000,…

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LETTER Communicated by Jurgen Schmidhuber Continuous Online Sequence Learning with an Unsupervised Neural Network Model Yuwei Cui ycui@numenta.com Subutai Ahmad sahmad@numenta.com Jeff Hawkins jhawkins@numenta.com Numenta, Cª. Redwood City, California 94063, U.S.A. The ability to recognize…

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LETTER Communicated by Peter K ¨onig Integrator or Coincidence Detector: A Novel Measure Based on the Discrete Reverse Correlation to Determine a Neuron’s Operational Mode Jacob Kanev jkanev@zoho.com Institute of Software Engineering and Theoretical Computer…

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LETTER Communicated by Eric Halgren Effect of Reference Scheme on Power and Phase of the Local Field Potential Vinay Shirhatti vinay@cns.iisc.ernet.in Ayon Borthakur borthakur.ayon@gmail.com Supratim Ray sray@cns.iisc.ernet.in Centre for Neuroscience, Indian Institute of Science, Bangalore,…

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LETTER Communicated by S. Sathiya Keerthi Accuracy and Efficiency in Fixed-Point Neural ODE Solvers Michael Hopkins michael.hopkins@manchester.ac.uk Steve Furber steve.furber@manchester.ac.uk School of Computer Science, APT Group, University of Manchester, Manchester M13 9PL, REINO UNIDO. Simulation of…

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REVIEW Communicated by Veronka Cheplygina Indefinite Proximity Learning: A Review Frank-Michael Schleif schleif@cs.bham.ac.uk Peter Tino P.Tino@bham.ac.uk University of Birmingham, School of Computer Science, B15 2TT, Birmingham, REINO UNIDO. Efficient learning of a data analysis task strongly…

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LETTER Communicated by Harel Shouval Two-Trace Model for Spike-Timing-Dependent Synaptic Plasticity Rodrigo Echeveste echeveste@itp.uni-frankfurt.de Claudius Gros gros07@itp.uni-frankfurt.de Institute for Theoretical Physics, Goethe University Frankfurt, Hessen 60438, Germany We present an effective model for timing-dependent synaptic…

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ARTICLE Communicated by Minoru Asada A Neural Framework for Organization and Flexible Utilization of Episodic Memory in Cumulatively Learning Baby Humanoids Vishwanathan Mohan vishwanathan.mohan@iit.it Giulio Sandini giulio.sandini@iit.it Pietro Morasso pietro.morasso@iit.it Robotics, Brain and Cognitive Science…

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