Abstract
Five artificial neural net simulators that are free of charge, run on Sun Sparcstations under X windows, and are available by anonymous FTP over the Internet, have been tested. The simulators are PlaNet version 5.6 from the University of Colorado at Boulder, Pygmalion version 2.0 from University College in London, Rochester Connectionist Simulator version 4.2 from the University of Rochester, and Stuttgart Neural Net Simulator versions 1.3 and 2.0 from the Institute for Parallel and Distributed High-Performance Systems at the University of Stuttgart in Germany. To compare the simulator's functionality, the number as well as the range of facilities they offer to generating and working with connectionist networks are considered. One artificial neural net was generated with the same topology and functions for all the simulators. A three-layered feedforward net with a backpropagation learning function was used for recognizing printed characters. The test results are discussed.< <ETX xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">></ETX>
Talk to us
Join us for a 30 min session where you can share your feedback and ask us any queries you have
Disclaimer: All third-party content on this website/platform is and will remain the property of their respective owners and is provided on "as is" basis without any warranties, express or implied. Use of third-party content does not indicate any affiliation, sponsorship with or endorsement by them. Any references to third-party content is to identify the corresponding services and shall be considered fair use under The CopyrightLaw.