Title :
A specification approach to artificial neural network design
Author :
Liu, Peter L M ; Kan, W.K. ; Wong, W.
Author_Institution :
Dept. of Comput. Sci., Chinese Univ. of Hong Kong, Shatin, Hong Kong
Abstract :
A specification-based simulation environment is proposed to address three issues in developing an artificial neural network (ANN) simulation environment. First, the concurrent aspect of an ANN system should be described. Second, design errors should be detected as early as possible. Third, the three distinct components of an ANN should be described separately and clearly. A dataflow specification approach is proposed to address these issues. It has two major characteristics: explicit specification for concurrency; and extensive checking for design errors
Keywords :
formal specification; neural nets; parallel processing; virtual machines; artificial neural network design; concurrency; dataflow specification approach; design errors; specification-based simulation environment; Artificial neural networks; Computational modeling; Computer errors; Computer science; Data analysis; Equations; Network topology; Neural networks; Neurons; Parallel programming;
Conference_Titel :
Computer and Communication Systems, 1990. IEEE TENCON'90., 1990 IEEE Region 10 Conference on
Print_ISBN :
0-87942-556-3
DOI :
10.1109/TENCON.1990.152562