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Bayesian continual learning via spiking neural networks open access

Skatchkovsky, Nicolas; Jang, Hyeryung; Simeone, Osvaldo

ArticleIssue Date2022CitationFrontiers in Computational Neuroscience, v.16, pp 01 - 23PublisherFrontiers Media S.A.

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BISNN: TRAINING SPIKING NEURAL NETWORKS WITH BINARY WEIGHTS VIA BAYESIAN LEARNING

Jang, Hyeryung; Skatchkovsky, Nicolas; Simeone, Osvaldo

ArticleIssue Date2021Citation2021 IEEE DATA SCIENCE AND LEARNING WORKSHOP (DSLW)PublisherIEEE

Learning to Time-Decode in Spiking Neural Networks Through the Information Bottleneck

Skatchkovsky, Nicolas; Simeone, Osvaldo; Jang, Hyeryung

ArticleIssue Date2021CitationADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 34 (NEURIPS 2021), v.34PublisherNEURAL INFORMATION PROCESSING SYSTEMS (NIPS)

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Spiking Neural Networks-Part I: Detecting Spatial Patterns

Jang, Hyeryung; Skatchkovsky, Nicolas; Simeone, Osvaldo

ArticleIssue Date2021CitationIEEE COMMUNICATIONS LETTERS, v.25, no.6, pp 1736 - 1740PublisherIEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC

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Spiking Neural Networks-Part II: Detecting Spatio-Temporal Patterns

Skatchkovsky, Nicolas; Jang, Hyeryung; Simeone, Osvaldo

ArticleIssue Date2021CitationIEEE COMMUNICATIONS LETTERS, v.25, no.6, pp 1741 - 1745PublisherIEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC

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Spiking Neural Networks-Part III: Neuromorphic Communications

Skatchkovsky, Nicolas; Jang, Hyeryung; Simeone, Osvaldo

ArticleIssue Date2021CitationIEEE COMMUNICATIONS LETTERS, v.25, no.6, pp 1746 - 1750PublisherIEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC

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Browsing by Skatchkovsky, NicolasAuthor

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