ON THE CONVERGENCE OF THE MULTIDIMENSIONAL ALBUS PERCEPTRON

被引：16

作者：

ELLISON, D

机构：

[1] Dundee Institute of Technology, Dundee DDl 1HG, Bell Street

来源：

INTERNATIONAL JOURNAL OF ROBOTICS RESEARCH | 1991年 / 10卷 / 04期

关键词：

D O I：

10.1177/027836499101000404

中图分类号：

TP24 [机器人技术];

学科分类号：

080202 ; 1405 ;

摘要：

The Associative memory system developed for robotic control by J. S. Albus is described. This is an analog extension, based on the physiologic knowledge of the cerebellum, of the classical perceptron and possessing desirable generalization and classification properties. Only small amounts of storage are required, and adjustment of weights in learning is extremely efficient. Convergence of the one-dimensional Albus perceptron is already established.

引用

页码：338 / 357

页数：20

共 17 条

[1] Albus J. S., 1975, Transactions of the ASME. Series G, Journal of Dynamic Systems, Measurement and Control, V97, P220, DOI 10.1115/1.3426922
[2] Albus J. S., 1975, Transactions of the ASME. Series G, Journal of Dynamic Systems, Measurement and Control, V97, P228, DOI 10.1115/1.3426923
[3] ALBUS J S, 1971, Mathematical Biosciences, V10, P25, DOI 10.1016/0025-5564(71)90051-4
[4] ALBUS JS, 1981, BRAINS BEHAVIOR ROBO
[5] Draper N.R, 1998, APPL REGRESSION ANAL, V326, DOI 10.1002/9781118625590
[6] ON THE CONVERGENCE OF THE ALBUS PERCEPTRON
ELLISON, D
[J]. IMA JOURNAL OF MATHEMATICAL CONTROL AND INFORMATION, 1988, 5 (04) : 315 - 331
[7] ERSU E, 1982, 8TH P ISMM INT S DAV
[8] Kohonen T., 1978, ASS MEMORY SYSTEM TH
[9] KOHONEN T, 1974, ACTA POLYTECHNICA SC, V25, P5
[10] Minsky M., 1969, PERCEPTRONS

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