FRACTAL NEURAL-NETWORK - COMPUTATIONAL PERFORMANCE AS AN ASSOCIATIVE MEMORY

被引：4

作者：

KIM, ES

SANO, M

SAWADA, Y

机构：

来源：

PROGRESS OF THEORETICAL PHYSICS | 1993年 / 89卷 / 05期

关键词：

D O I：

10.1143/PTP.89.965

中图分类号：

O4 [物理学];

学科分类号：

0702 ;

摘要：

Associative memory with fractal connections was studied. We show numerically that the fractal neural network has a higher capability than randomly connected neural network for fractal pattern and fractally localized patterns, but not for random patterns. We discuss this result from a theoretical standpoint.

引用

页码：965 / 972

页数：8

共 14 条

[1] CHARACTERISTICS OF SPARSELY ENCODED ASSOCIATIVE MEMORY
AMARI, S
[J]. NEURAL NETWORKS, 1989, 2 (06) : 451 - 457
[2] ASSOCIATIVE MEMORY IN FRACTAL NEURAL NETWORKS
BARAM, Y
[J]. IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS, 1989, 19 (05): : 1133 - 1141
[3] PHYSICAL-MECHANISMS UNDERLYING NEURITE OUTGROWTH - A QUANTITATIVE-ANALYSIS OF NEURONAL SHAPE
CASERTA, F
STANLEY, HE
ELDRED, WD
DACCORD, G
HAUSMAN, RE
NITTMANN, J
[J]. PHYSICAL REVIEW LETTERS, 1990, 64 (01) : 95 - 98
[4] AN EXACTLY SOLVABLE ASYMMETRIC NEURAL NETWORK MODEL
DERRIDA, B
GARDNER, E
ZIPPELIUS, A
[J]. EUROPHYSICS LETTERS, 1987, 4 (02): : 167 - 173
[5] FUKUDA Y, 1988, BIOMED RES-TOKYO, V9, P139
[6] FUSTER JM, 1982, J NEUROSCI, V2, P361
[7] WILLSHAW MODEL - ASSOCIATIVE MEMORY WITH SPARSE CODING AND LOW FIRING RATES
GOLOMB, D
RUBIN, N
SOMPOLINSKY, H
[J]. PHYSICAL REVIEW A, 1990, 41 (04): : 1843 - 1854
[8] NEURAL NETWORKS AND PHYSICAL SYSTEMS WITH EMERGENT COLLECTIVE COMPUTATIONAL ABILITIES
HOPFIELD, JJ
[J]. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA-BIOLOGICAL SCIENCES, 1982, 79 (08): : 2554 - 2558
[9] FRACTALLY CONFIGURED NEURAL NETWORKS
MERRILL, JWL
PORT, RF
[J]. NEURAL NETWORKS, 1991, 4 (01) : 53 - 60
[10] NEURONAL CORRELATE OF PICTORIAL SHORT-TERM-MEMORY IN THE PRIMATE TEMPORAL CORTEX
MIYASHITA, Y
CHANG, HS
[J]. NATURE, 1988, 331 (6151) : 68 - 70

← 1 2 →