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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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Vydáno v:Front Comput Neurosci
Hlavní autoři: Thiele, Johannes C., Bichler, Olivier, Dupret, Antoine
Médium: Artigo
Jazyk:Inglês
Vydáno: Frontiers Media S.A. 2018
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC6010570/
https://ncbi.nlm.nih.gov/pubmed/29962943
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fncom.2018.00046
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