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BitBrain and Sparse Binary Coincidence (SBC) memories: Fast, robust learning and inference for neuromorphic architectures

We present an innovative working mechanism (the SBC memory) and surrounding infrastructure (BitBrain) based upon a novel synthesis of ideas from sparse coding, computational neuroscience and information theory that enables fast and adaptive learning and accurate, robust inference. The mechanism is d...

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Detalles Bibliográficos
Autores principales: Hopkins, Michael, Fil, Jakub, Jones, Edward George, Furber, Steve
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10071999/
https://www.ncbi.nlm.nih.gov/pubmed/37025552
http://dx.doi.org/10.3389/fninf.2023.1125844