Event-Based, Timescale Invariant Unsupervised Online Deep Learning With STDP

Learning of hierarchical features with spiking neurons has mostly been investigated in the database framework of standard deep learning systems. However, the properties of neuromorphic systems could be particularly interesting for learning from continuous sensor data in real-world settings. In this...

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Bibliographic Details
Main Authors: Johannes C. Thiele, Olivier Bichler, Antoine Dupret
Format: Article
Language:English
Published: Frontiers Media S.A. 2018-06-01
Series:Frontiers in Computational Neuroscience
Subjects:
Online Access:https://www.frontiersin.org/article/10.3389/fncom.2018.00046/full