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

被引：12

作者：

CHIABERGE, M ^{[1
]}

SOLOGUREN, EM ^{[1
]}

REYNERI, LM ^{[1
]}

机构：

[1] UNIV PISA, DEPT INFORMAT ENGN, I-56126 PISA, ITALY

来源：

IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS | 1995年 / 42卷 / 11期

关键词：

D O I：

10.1109/81.477205

中图分类号：

TM [电工技术]; TN [电子技术、通信技术];

学科分类号：

0808 ; 0809 ;

摘要：

This paper describes a VLSI de,ice designed for low-power Neuro-Fuzzy computation, which is based on Coherent Pulse Width Modulation. The device implements several Neural and Fuzzy paradigms. Weights are stored as a voltage on a pair of capacitors, which are sequentially refreshed by a builtin self-refresh circuit, The performance of the system Is analyzed theoretically, and results are compared against values measured from a prototype device, which contains a 32 x 32 synaptic array, consuming 10 mW of power at 140 MCPS.

引用

页码：946 / 954

页数：9

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