Self-Organization of Associative Database and Its Applications
Abstract
An efficient method of self-organizing associative databases is proposed together with applications to robot eyesight systems. The proposed databases can associate any input with some output. In the first half part of discussion, an algorithm of self-organization is proposed. From an aspect of hardware, it produces a new style of neural network. In the latter half part, an applicability to handwritten letter recognition and that to an autonomous mobile robot system are demonstrated.
Cite
Text
Suzuki and Arimoto. "Self-Organization of Associative Database and Its Applications." Neural Information Processing Systems, 1987.Markdown
[Suzuki and Arimoto. "Self-Organization of Associative Database and Its Applications." Neural Information Processing Systems, 1987.](https://mlanthology.org/neurips/1987/suzuki1987neurips-selforganization/)BibTeX
@inproceedings{suzuki1987neurips-selforganization,
title = {{Self-Organization of Associative Database and Its Applications}},
author = {Suzuki, Hisashi and Arimoto, Suguru},
booktitle = {Neural Information Processing Systems},
year = {1987},
pages = {767-774},
url = {https://mlanthology.org/neurips/1987/suzuki1987neurips-selforganization/}
}