多層構造を有する自己組織化セマンティックマップ

一木 宏行, 萩原 将文, 中川 正雄

doi:10.1541/ieejeiss1987.113.1_36

多層構造を有する自己組織化セマンティックマップ

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一木宏行

慶應大
萩原将文

慶應大
中川正雄

慶應大

書誌事項

タイトル別名

Multi-Layer Self-Organizing Semantic Maps
タソウコウゾウオユウスルジコソシキカセマンティックマップ

公開日: 1993

DOI

10.1541/ieejeiss1987.113.1_36

公開者: 一般社団法人電気学会

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説明

Self-organizing multi-layer semantic maps are proposed and simulated. The semantic maps proposed by H. Ritter and T. Kohonen have a feature that the semantic relations in the input data are reflected by their relative distances in the maps. They consist of minimal two layers. Since the proposed maps are multi-layer type, they can do higher level information processing compared with the conventional minimal two-layer semantic maps. The computer simulation results indicate the effectiveness of the proposed maps: the maps can do hierarchical self-classification both in self-organizing symbol map and in role-based semantic map.