Pulse coded neural network implementation in VLSI

被引：0

作者：

Shaikh-Husin, N ^{[1
]}

Po, CW ^{[1
]}

机构：

[1] Univ Teknol Malaysia, Fak Kejuruteraan Elekt, Skudai 81310, Malaysia

来源：

IEEE 2000 TENCON PROCEEDINGS, VOLS I-III: INTELLIGENT SYSTEMS AND TECHNOLOGIES FOR THE NEW MILLENNIUM | 2000年

关键词：

pulse modulation; neural network; MOS integrated circuit;

D O I：

暂无

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

A neural network that encodes signals in terms of pulses has been designed and fabricated. The neural network components are described in detail. As a test case, a two-layer network is implemented. A preliminary test result shows some promise and some limitations of the design.

引用

页码：B237 / B241

页数：5

共 8 条

[1]

Allen P. E., 1987, CMOS Analog Circuit Design

[2] PULSE-MODULATED ANALOG NEURON CIRCUITS [J].

FOWLER, B ;

ELGAMAL, A .

ANALOG INTEGRATED CIRCUITS AND SIGNAL PROCESSING, 1994, 6 (01) :45-51

[3]

HYLANDER PD, 1994, THESIS WASHINGTON ST

[4] PROGRAMMABLE IMPULSE NEURAL CIRCUITS [J].

MEADOR, JL ;

WU, A ;

COLE, C ;

NINTUNZE, N ;

CHINTRAKULCHAI, P .

IEEE TRANSACTIONS ON NEURAL NETWORKS, 1991, 2 (01) :101-109

[5] A COMMUNICATION ARCHITECTURE TAILORED FOR ANALOG VLSI ARTIFICIAL NEURAL NETWORKS - INTRINSIC PERFORMANCE AND LIMITATIONS [J].

MORTARA, A ;

VITTOZ, EA .

IEEE TRANSACTIONS ON NEURAL NETWORKS, 1994, 5 (03) :459-466

[6] PULSE-STREAM VLSI NEURAL NETWORKS MIXING ANALOG AND DIGITAL-TECHNIQUES [J].

MURRAY, AF ;

DELCORSO, D ;

TARASSENKO, L .

IEEE TRANSACTIONS ON NEURAL NETWORKS, 1991, 2 (02) :193-204

[7]

PO CW, 1999, THESIS U TEKNOLOGI M

[8]

WATOLA D, 1992, ANALOG INTEGR CIRC S, V2, P61

← 1 →