Synthesizing Images From Spatio-Temporal Representations Using Spike-Based Backpropagation

Spiking neural networks (SNNs) offer a promising alternative to current artificial neural networks to enable low-power event-driven neuromorphic hardware. Spike-based neuromorphic applications require processing and extracting meaningful information from spatio-temporal data, represented as series o...

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Bibliographic Details
Main Authors: Deboleena Roy, Priyadarshini Panda, Kaushik Roy
Format: Article
Language:English
Published: Frontiers Media S.A. 2019-06-01
Series:Frontiers in Neuroscience
Subjects:
Online Access:https://www.frontiersin.org/article/10.3389/fnins.2019.00621/full