NDLI: Dynamics of the noisy neural network

Content Provider	Springer Nature Link
Author	Liu, Feng Wang, Wei Yao, Xixian
Copyright Year	1997
Abstract	The dynamic features of interspike interval sequences and structures of spatiotemporal patterns of firing in a coupled noisy neural network are investigated. The system displays complex dynamics under periodic external stimuli. The dynamics is modulated by a periodic impulse-like synaptic current which relates to a global coupling interaction between neurons. The firings of the stimulated neurons are phase-locked to this current. In addition, the interspike interval histograms are studied for the case of frozen noise which does not change its value within a time interval once it has been distributed onto the network. It is found that the peaks in these histograms are located at integer multiples of the period of the external stimulus, and the heights of these peaks decay exponentially, which corresponds to the experimental results.
Starting Page	217
Ending Page	224
Page Count	8
File Format	PDF
ISSN	03401200
Journal	Biological Cybernetics
Volume Number	77
Issue Number	3
e-ISSN	14320770
Language	English
Publisher	Springer-Verlag
Publisher Date	1997-10-01
Publisher Place	Berlin/Heidelberg
Access Restriction	One Nation One Subscription (ONOS)
Content Type	Text
Resource Type	Article
Subject	Computer Science Biotechnology

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Dynamics of the noisy neural network