ON SYSTOLIC GENERAL SYSTEM SOLUTION FOR OPTIMAL ARTIFICIAL NEURAL-NETWORK TRAINING

被引：0

作者：

MARGARITIS, KG

EVANS, DJ

机构：

[1] Parallel Algorithms Research Centre, Department of Computer Studies, Loughborough University of Technology

来源：

INTERNATIONAL JOURNAL OF COMPUTER MATHEMATICS | 1994年 / 54卷 / 1-2期

关键词：

ARTIFICIAL NEURAL NETWORKS; SYSTOLIC ALGORITHMS AND ARCHITECTURES; GENERAL SYSTEM SOLUTION; GENERALIZED MATRIX INVERSION;

D O I：

10.1080/00207169408804336

中图分类号：

O29 [应用数学];

学科分类号：

070104 ;

摘要：

This paper presents systolic algorithms for general system solution and generalised matrix inversion in the context of the optimal linear associative memory artificial neural network, and with applications to optimised training strategies for two layer supervised learning feedforward artificial neural networks.

引用

页码：33 / 52

页数：20

共 50 条

[1] RECURRENT ARTIFICIAL NEURAL-NETWORK SIMULATION OF A CHAOTIC SYSTEM WITHOUT TRAINING
MEADE, AJ
MORENO, R
[J]. JOURNAL OF GUIDANCE CONTROL AND DYNAMICS, 1995, 18 (06) : 1463 - 1466
[2] ON OPTIMAL NEURAL-NETWORK LEARNING
WATKIN, TLH
[J]. PHYSICA A, 1993, 200 (1-4): : 628 - 635
[3] THE EFFECT OF TRAINING SET SIZE AND COMPOSITION ON ARTIFICIAL NEURAL-NETWORK CLASSIFICATION
FOODY, GM
MCCULLOCH, MB
YATES, WB
[J]. INTERNATIONAL JOURNAL OF REMOTE SENSING, 1995, 16 (09) : 1707 - 1723
[4] TRAINING PATTERN REPLICATION AND WEIGHTED CLASS ALLOCATION IN ARTIFICIAL NEURAL-NETWORK CLASSIFICATION
FOODY, GM
[J]. NEURAL COMPUTING & APPLICATIONS, 1995, 3 (03): : 178 - 190
[5] A hybrid method for neural-network training
Voglis, C
Lagaris, IE
[J]. ADVANCES IN SCATTERING AND BIOMEDICAL ENGINEERING, PROCEEDINGS, 2004, : 431 - 438
[6] THE GENERAL REGRESSION NEURAL-NETWORK - REDISCOVERED
SPECHT, DF
[J]. NEURAL NETWORKS, 1993, 6 (07) : 1033 - 1034
[7] USING PRIOR KNOWLEDGE IN ARTIFICIAL NEURAL-NETWORK CLASSIFICATION WITH A MINIMAL TRAINING SET
FOODY, GM
[J]. INTERNATIONAL JOURNAL OF REMOTE SENSING, 1995, 16 (02) : 301 - 312
[8] ALTERNATIVE NEURAL-NETWORK TRAINING METHODS
PORTO, VW
FOGEL, DB
FOGEL, LJ
[J]. IEEE EXPERT-INTELLIGENT SYSTEMS & THEIR APPLICATIONS, 1995, 10 (03): : 16 - 22
[9] MULTILAYERED NEURAL-NETWORK IMPLEMENTATION ON TRANSPUTER SYSTOLIC ARRAY
SONG, Q
TEOH, EK
MITAL, DP
[J]. MICROPROCESSING AND MICROPROGRAMMING, 1995, 41 (04): : 289 - 299
[10] AN ARTIFICIAL NEURAL-NETWORK SYSTEM FOR TEMPORAL-SPATIAL SEQUENCE PROCESSING
WANG, LP
ALKON, DL
[J]. PATTERN RECOGNITION, 1995, 28 (08) : 1267 - 1276

← 1 2 3 4 5 →