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

Concurrent object-oriented simulation of neural network models

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)
Heileman, G.L. ; Dept. of Electr. & Comput. Eng., New Mexico Univ., NM, USA ; Georgiopoulos, M. ; Roome, W.D.

The analysis of complex neural network models via analytical techniques is often quite difficult due to the large numbers of components involved, and the nonlinearities associated with these components. For this reason, simulation is seen as an important tool in neural network research. A framework for simulating neural networks as discrete event nonlinear dynamical systems is presented. This includes neural network models whose components are described by continuous-time differential equations, or by discrete-time difference equations. The design and construction of a concurrent object-oriented discrete event simulation environment for neural networks is considered. The use of an object-oriented language provides the data abstraction facilities necessary to support modification and extension of the simulation system at a high level of abstraction. The ability to specify concurrent processing supports execution on parallel architectures. The use of this system is demonstrated by simulating a specific neural network model (ART1) on a general-purpose parallel computer (bus based shared memory system)

Published in:

Neural Networks, 1992. IJCNN., International Joint Conference on  (Volume:2 )

Date of Conference:

7-11 Jun 1992

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.