Self-Organizing Map for Temporal Signal Processing and Its Application: An Analysis of Human Decision-Making Style
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Accession number;05A0243387
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| Title;Self-Organizing Map for Temporal Signal Processing and Its Application: An Analysis of Human Decision-Making Style |
| Author;
WAKUYA HIROSHI
(Saga Univ., Fac. Sci. and Engineering, JPN)
TANIGAWA MASAHIRO
(Saga Univ., Fac. Sci. and Engineering, JPN)
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Journal Title;Reports of the Faculty of Science and Engineering, Saga University
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Journal Code:G0861A
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ISSN:0385-6186
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VOL.33;NO.2;PAGE.1-9(2004)
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| Figure&Table&Reference;FIG.6, TBL.5, REF.10 |
| Pub. Country;Japan |
| Language;Japanese |
| Abstract;Recently, a new architecture of the self-organizing map (SOM) for temporal signal processing is undertaken by a lot of researchers. In order to evaluate its performance, a Janken game is adopted in this study. Generally speaking, a game is repetition of decision-making process, i.e., the current action is often determined based on one's experience, so it can be seen as a sort of temporal signal processing. Then, 13 people are chosen and matched each other, and each recorded sequence of their hand-signs (rock, scissors and paper) is analyzed. As a result, it is found experimentally that the trained SOM can develop feature maps which reflect subject's personalities successfully. (author abst.) |
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