Systolic neural algorithms

Citation
Dj. Evans et Aj. Kane, Systolic neural algorithms, INT J COM M, 70(4), 1999, pp. 617-647
Citations number
3
Categorie Soggetti
Engineering Mathematics
Journal title
INTERNATIONAL JOURNAL OF COMPUTER MATHEMATICS
ISSN journal
00207160 → ACNP
Volume
70
Issue
4
Year of publication
1999
Pages
617 - 647
Database
ISI
SICI code
Abstract
This paper describes the three neural network training algorithms that have been implemented in the systolic array processor [1]. It describes the ind ividual stages of each algorithm, along with any requirements for constant data values within the array, as well as details for any instructions that are 'locked' into a PE for perpetual execution. Dataflow diagrams within th e systolic array for each stage of each algorithm, showing the implications of each calculation and the implied direction of the execution flow, are a lso shown and timing information for each stage of each algorithm are also given.