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Delayed switching applied to memristor neural networks

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7 Author(s)
Wang, F.Z. ; Future Computing Group, School of Computing, University of Kent, Canterbury, United Kingdom ; Helian, N. ; Wu, S. ; Yang, Xiao
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Your organization might have access to this article on the publisher's site. To check, click on this link:http://dx.doi.org/+10.1063/1.3672409 

Magnetic flux and electric charge are linked in a memristor. We reported recently that a memristor has a peculiar effect in which the switching takes place with a time delay because a memristor possesses a certain inertia. This effect was named the “delayed switching effect.” In this work, we elaborate on the importance of delayed switching in a brain-like computer using memristor neural networks. The effect is used to control the switching of a memristor synapse between two neurons that fire together (the Hebbian rule). A theoretical formula is found, and the design is verified by a simulation. We have also built an experimental setup consisting of electronic memristive synapses and electronic neurons.

Published in:
Journal of Applied Physics  (Volume:111 ,  Issue: 7 )

Date of Publication: Apr 2012

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