Binary neural systems: combining weighted and weightless properties
作者:
I.Aleksander,
T.J.W.Clarke,
A.P.Braga,
期刊:
Intelligent Systems Engineering
(IET Available online 1994)
卷期:
Volume 3,
issue 4
页码: 211-221
年代: 1994
DOI:10.1049/ise.1994.0022
出版商: IEE
数据来源: IET
摘要:
A neural function is developed that combines the characteristics of weightless and weighted binary neurons. A new combined generalisation algorithm is presented and applied to a neural state machine which is capable of learning to respond to sequences of inputs. The difficulty with such tasks lies in learning appropriate internal state assignments. A particular ‘iconic’ method of solving this problem is discussed. The analysis includes a discussion of implementational issues.
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