Efficient SNN multi-cores MAC array acceleration on SpiNNaker 2

The potential low-energy feature of the spiking neural network (SNN) engages the attention of the AI community. Only CPU-involved SNN processing inevitably results in an inherently long temporal span in the cases of large models and massive datasets. This study introduces the MAC array, a parallel a...

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Detalles Bibliográficos
Autores principales: Huang, Jiaxin, Kelber, Florian, Vogginger, Bernhard, Liu, Chen, Kreutz, Felix, Gerhards, Pascal, Scholz, Daniel, Knobloch, Klaus, Mayr, Christian G.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Neuroscience
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10440698/
https://www.ncbi.nlm.nih.gov/pubmed/37609449
http://dx.doi.org/10.3389/fnins.2023.1223262

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10440698/
https://www.ncbi.nlm.nih.gov/pubmed/37609449
http://dx.doi.org/10.3389/fnins.2023.1223262

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