Lamarckian Evolution of Associative Memory - Collections

＜conference paper＞
Lamarckian Evolution of Associative Memory

Creator	Creator Name Imada, Akira 今田, 彬イマダ, アキラ Affiliation Affiliation Name Graduate School of Information Science, Nara Institute of Science and Technology 奈良先端科学技術大学院大学情報科学研究科
Creator	Author PID K000218 Creator Name Araki, Keijiro 荒木, 啓二郎アラキ, ケイジロウ Affiliation Affiliation Name Graduate School of Information Science, Nara Institute of Science and Technology 奈良先端科学技術大学院大学情報科学研究科
Language	English
Date	1996
Publication Type	Accepted Manuscript
Access Rights	open access
Related DOI
Related URI	isIdenticalTo http://citeseer.ist.psu.edu/imada96lamarckian.html
Related HDL
Abstract	There have been a lot of researches which apply evolutionary techniques to layered neural networks. However, their applications to Hopfield neural networks remain few so far. We have been applying Gen...etic Algorithms to fully connected associative memory model of Hopfield, and reported elsewhere that the network can store some number of patterns only by evolving weight matrices with a simple Genetic Algorithm. In this paper we present that the memory capacity can be enhanced by incorporating Lamarckian inheritance to the Genetic Algorithm.show more

File	FileType	Size	Views	Description
imada96lamarckian	pdf	158 KB	298

Record ID	6341
Peer-Reviewed	Unrefereed
Related URI	http://citeseer.ist.psu.edu/imada96lamarckian.html
Subject Terms	Associative Memory
Subject Terms	Genetic Algorithms
Notes	International Conference on Evolutionary Computation
Type	会議発表論文
Created Date	2009.04.22
Modified Date	2020.10.13