A PULSE STREAM SYSTEM FOR LOW-POWER NEURO-FUZZY COMPUTATION

Authors
CHIABERGE M SOLOGUREN EM REYNERI LM
Citation
M. Chiaberge et al., A PULSE STREAM SYSTEM FOR LOW-POWER NEURO-FUZZY COMPUTATION, IEEE transactions on circuits and systems. 1, Fundamental theory andapplications, 42(11), 1995, pp. 946-954
Citations number
13
Categorie Soggetti
Engineering, Eletrical & Electronic
Journal title
IEEE transactions on circuits and systems. 1, Fundamental theory andapplications → ACNP
ISSN journal
10577122
Volume
42
Issue
11
Year of publication
1995
Pages
946 - 954
Database
ISI
SICI code
1057-7122(1995)42:11<946:APSSFL>2.0.ZU;2-W
Abstract
This paper describes a VLSI de,ice designed for low-power Neuro-Fuzzy computation, which is based on Coherent Pulse Width Modulation. The de vice implements several Neural and Fuzzy paradigms. Weights are stored as a voltage on a pair of capacitors, which are sequentially refreshe d by a builtin self-refresh circuit, The performance of the system Is analyzed theoretically, and results are compared against values measur ed from a prototype device, which contains a 32 x 32 synaptic array, c onsuming 10 mW of power at 140 MCPS.