A high performance neural net simulation environment

Author

Müller, Urs A.

Author_Institution

Electron. Lab., Swiss Federal Inst. of Technol., Lausanne, Switzerland

Volume

1

fYear

1994

fDate

27 Jun-2 Jul 1994

Firstpage

1

Abstract

The challenge of neural net simulators is to provide an easy to use environment on one hand and to cover the large amount of flexibility required for experimental research on the other hand. This paper describes an efficient approach where the tasks of determining the experimental setup and programming the actual algorithms are independent. A simple interactive command language is used for the former one and standard programming languages are used for the latter one. A practical implementation on the MUSIC parallel supercomputer (multiprocessor system with intelligent communication) confirms the efficiency of the concept

Keywords

interactive systems; neural nets; parallel machines; virtual machines; MUSIC parallel supercomputer; high-performance neural net simulation environment; intelligent communication; interactive command language; standard programming languages; Command languages; Computational modeling; Computer languages; Concurrent computing; Hardware; Multiple signal classification; Multiprocessing systems; Neural networks; Personal communication networks; Writing;

fLanguage

English

Publisher

ieee

Conference_Titel

Neural Networks, 1994. IEEE World Congress on Computational Intelligence., 1994 IEEE International Conference on

Conference_Location

Orlando, FL

Print_ISBN

0-7803-1901-X

Type

conf

DOI

10.1109/ICNN.1994.374128

Filename

374128