PULSE-STREAM VLSI NEURAL NETWORKS MIXING ANALOG AND DIGITAL-TECHNIQUES

被引：99

作者：

MURRAY, AF

DELCORSO, D

TARASSENKO, L

机构：

[1] DIPARTIMENT ELECTR,I-10129 TURIN,ITALY

[2] UNIV OXFORD,DEPT ENGN SCI,OXFORD OX1 3PJ,ENGLAND

来源：

IEEE TRANSACTIONS ON NEURAL NETWORKS | 1991年 / 2卷 / 02期

关键词：

D O I：

10.1109/72.80329

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

This paper reviews the pulse stream technique, which represents neural states as sequences of pulses. Several general issues are raised, and generic methods appraised, for pulsed encoding, arithmetic, and intercommunication schemes. Two contrasting synapse designs are presented and comparisons are made. These describe integrated circuits implementing up to 15 000 analog, fully programmable synaptic connections. A demonstrator project is described in which a small robot localization network is implemented using asynchronous, analog, pulse stream devices.

引用

页码：193 / 204

页数：12