MULTILAYERED NEURAL-NETWORK IMPLEMENTATION ON TRANSPUTER SYSTOLIC ARRAY

Authors
SONG Q TEOH EK MITAL DP
Citation
Q. Song et al., MULTILAYERED NEURAL-NETWORK IMPLEMENTATION ON TRANSPUTER SYSTOLIC ARRAY, Microprocessing and microprogramming, 41(4), 1995, pp. 289-299
Citations number
10
Categorie Soggetti
Computer Sciences","Computer Science Hardware & Architecture
Journal title
Microprocessing and microprogramming → ACNP
ISSN journal
01656074
Volume
41
Issue
4
Year of publication
1995
Pages
289 - 299
Database
ISI
SICI code
0165-6074(1995)41:4<289:MNIOTS>2.0.ZU;2-7
Abstract
Performance analysis and comparison are carried out for the one- and t wo-dimensional systolic arrays based on transputers. Low efficiency ha s been found in the one-dimensional array because of communication ove rhead. The systolic algorithm is extended to the two-dimensional array to implement a full parallelism in each layer's calculation. This spe eds up simulation of the network. Experiment results are provided to s upport the performance evaluation.