Cart (Loading....) | Create Account
Close category search window
 

A study on the bursting firing phenomena in neural network with the hardware neuron model

Sign In

Cookies must be enabled to login.After enabling cookies , please use refresh or reload or ctrl+f5 on the browser for the login options.

Formats Non-Member Member
$31 $13
Learn how you can qualify for the best price for this item!
Become an IEEE Member or Subscribe to
IEEE Xplore for exclusive pricing!
close button

puzzle piece

IEEE membership options for an individual and IEEE Xplore subscriptions for an organization offer the most affordable access to essential journal articles, conference papers, standards, eBooks, and eLearning courses.

Learn more about:

IEEE membership

IEEE Xplore subscriptions

3 Author(s)
Someya, K. ; Coll. of Sci. & Technol., Nihon Univ., Chiba, Japan ; Miyata, E. ; Sekine, Y.

For information communication in a biological system, bursting firing phenomena are very often confirmed in thalamic and neocortex neurons of the brain, and contain various information on processing. We have been studying bursting firing phenomena of neurons with particular reference to the delay feedback of signals in the nervous system. We discuss bursting firing phenomena in the recurrent neural network. First, we show the negative resistance circuit and pulse type hardware neuron model with the circuit, which is an element of the neural network. Next, we show the dynamics in the self recurrent circuit and relay recurrent circuit, which are basic construction units of the recurrent neural network with the neuron model. As a result, it is verified that bursting firing phenomena can be simulated by the neural network models, where the dynamics is controlled by the external input and circuit parameters

Published in:

Neural Networks, 1995. Proceedings., IEEE International Conference on  (Volume:6 )

Date of Conference:

Nov/Dec 1995

Need Help?


IEEE Advancing Technology for Humanity About IEEE Xplore | Contact | Help | Terms of Use | Nondiscrimination Policy | Site Map | Privacy & Opting Out of Cookies

A not-for-profit organization, IEEE is the world's largest professional association for the advancement of technology.
© Copyright 2014 IEEE - All rights reserved. Use of this web site signifies your agreement to the terms and conditions.