Computing Generalized Matrix Inverse on Spiking Neural Substrate

Computing Generalized Matrix Inverse on Spiking Neural Substrate

Emerging neural hardware substrates, such as IBM's TrueNorth Neurosynaptic System, can provide an appealing platform for deploying numerical algorithms. For example, a recurrent Hopfield neural network can be used to find the Moore-Penrose generalized inverse of a matrix, thus enabling a broad...

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Bibliographic Details
Main Authors: Rohit Shukla, Soroosh Khoram, Erik Jorgensen, Jing Li, Mikko Lipasti, Stephen Wright
Format: Article
Language:English
Published: Frontiers Media S.A. 2018-03-01
Series:Frontiers in Neuroscience
Subjects:
spiking neural networks
TrueNorth
matrix inversion
Hopfield neural network
neuromorphic computing
stochastic computing
Online Access:http://journal.frontiersin.org/article/10.3389/fnins.2018.00115/full

Internet

http://journal.frontiersin.org/article/10.3389/fnins.2018.00115/full

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