AN INTEGRATED BOOLEAN NEURAL-NETWORK FOR PATTERN-CLASSIFICATION

被引：6

作者：

DECARVALHO, A ^{[1
]}

FAIRHURST, MC ^{[1
]}

BISSET, DL ^{[1
]}

机构：

[1] UNIV KENT,ELECTR ENGN LABS,CANTERBURY CT2 7NT,KENT,ENGLAND

来源：

PATTERN RECOGNITION LETTERS | 1994年 / 15卷 / 08期

关键词：

BOOLEAN NEURAL NETWORKS; PATTERN RECOGNITION; INTEGRATED ARCHITECTURES;

D O I：

10.1016/0167-8655(94)90009-4

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 describes an integrated approach to pattern classification where a self-organising Boolean neural network architecture is used as a front-end processor to a feedforward neural architecture based on goal-seeking principles (the GSN architecture). The performance of the integrated architecture is illustrated by considering its application to a character recognition problem.

引用

页码：807 / 813

页数：7

共 18 条

[1] Aleksander I., 1984, Sensor Review, V4, P120, DOI 10.1108/eb007637
[2] IMPROVED RECOGNITION CAPABILITIES FOR GOAL SEEKING NEURON
BOWMAKER, RG
COGHILL, GG
[J]. ELECTRONICS LETTERS, 1992, 28 (03) : 220 - 221
[3] DECARVALHO A, 1993, IEE P 1 COMM SPEECH, V40, P12
[4] DECARVALHO A, 1993, PROGRESSIVE LEARNING
[5] DECARVALHO A, 1992, 1992 P ICANN 92 C BR, P669
[6] SUPERVISED LEARNING IN N-TUPLE NEURAL NETWORKS
DOYLE, JR
[J]. INTERNATIONAL JOURNAL OF MAN-MACHINE STUDIES, 1990, 33 (01): : 21 - 40
[7] PARALLEL MULTILAYER CLASSIFIER ARCHITECTURES OF INCREASING HIERARCHICAL ORDER
FAIRHURST, MC
COWLEY, KD
[J]. PATTERN RECOGNITION LETTERS, 1993, 14 (02) : 141 - 145
[8] ADAPTIVE PATTERN-RECOGNITION USING GOAL SEEKING NEURONS
FILHO, ECDBC
FAIRHURST, MC
BISSET, DL
[J]. PATTERN RECOGNITION LETTERS, 1991, 12 (03) : 131 - 138
[9] NEOCOGNITRON - A NEURAL NETWORK MODEL FOR A MECHANISM OF VISUAL-PATTERN RECOGNITION
FUKUSHIMA, K
MIYAKE, S
ITO, T
[J]. IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS, 1983, 13 (05): : 826 - 834
[10] RECEPTIVE FIELDS AND FUNCTIONAL ARCHICHITECTURE IN 2 NONSTRIATE VISUAL AREAS (18 AND 19) OF CAT
HUBEL, DH
WIESEL, TN
[J]. JOURNAL OF NEUROPHYSIOLOGY, 1965, 28 (02) : 229 - +

← 1 2 →