Towards a Bio-Inspired Real-Time Neuromorphic Cerebellum

Towards a Bio-Inspired Real-Time Neuromorphic Cerebellum

This work presents the first simulation of a large-scale, bio-physically constrained cerebellum model performed on neuromorphic hardware. A model containing 97,000 neurons and 4.2 million synapses is simulated on the SpiNNaker neuromorphic system. Results are validated against a baseline simulation...

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Bibliographic Details
Main Authors: Petruţ A. Bogdan, Beatrice Marcinnò, Claudia Casellato, Stefano Casali, Andrew G.D. Rowley, Michael Hopkins, Francesco Leporati, Egidio D'Angelo, Oliver Rhodes
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-05-01
Series:Frontiers in Cellular Neuroscience
Subjects:
neuromorphic computing
SpiNNaker
large scale simulation
spiking neural network
communication profiling
cerebellum model
Online Access:https://www.frontiersin.org/articles/10.3389/fncel.2021.622870/full

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https://www.frontiersin.org/articles/10.3389/fncel.2021.622870/full

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