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Supervised training of spiking neural networks for robust deployment on mixed-signal neuromorphic processors

Mixed-signal analog/digital circuits emulate spiking neurons and synapses with extremely high energy efficiency, an approach known as “neuromorphic engineering”. However, analog circuits are sensitive to process-induced variation among transistors in a chip (“device mismatch”). For neuromorphic impl...

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Detalles Bibliográficos
Autores principales: Büchel, Julian, Zendrikov, Dmitrii, Solinas, Sergio, Indiveri, Giacomo, Muir, Dylan R.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8642544/
https://www.ncbi.nlm.nih.gov/pubmed/34862429
http://dx.doi.org/10.1038/s41598-021-02779-x