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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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Detalles Bibliográficos
Autores principales: Thiele, Johannes C., Bichler, Olivier, Dupret, Antoine
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6010570/
https://www.ncbi.nlm.nih.gov/pubmed/29962943
http://dx.doi.org/10.3389/fncom.2018.00046