A COBOL-like neural network simulation language based on layer macro definition

Author

Gyu Wan Hong ; Park, Gyung Syub ; Lee, Su Dong

Author_Institution

Dept. of Comput. Eng., Ulsan Univ., South Korea

Volume

1

fYear

1993

fDate

25-29 Oct. 1993

Firstpage

1035

Abstract

Most of neural network simulation programs have been implemented with the conventional computer languages. It is difficult to implement simulation programs because the languages have no data structures and statements suitable for expressing neural network structures and controlling neural behaviors. This paper describes a neural network simulation language, specifically designed for the development and modeling of neural network applications. It has a layer macro definition concept to express the arbitrary network structures and dynamic neural behaviors easily. It consists of two divisions: the first division describes the network structures, and the second division controls the network behaviors.

Keywords

COBOL; macros; neural nets; simulation languages; COBOL-like simulation language; dynamic neural behaviors; layer macro definition; modeling; network behavior control; network simulation language; network structures; Computational modeling; Computer languages; Computer networks; Computer simulation; Data structures; Neural networks; Neurons; Power system modeling; Topology;

fLanguage

English

Publisher

ieee

Conference_Titel

Neural Networks, 1993. IJCNN '93-Nagoya. Proceedings of 1993 International Joint Conference on

Print_ISBN

0-7803-1421-2

Type

conf

DOI

10.1109/IJCNN.1993.714089

Filename

714089