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| Presentation | 2010-01-25 14:25 ACT-R meets fMRI/ERP -- Case Studies for Investigating Human High Cognitive Functions -- Yuya Ojima, Shinichi Motomura, Ning Zhong (Maebashi Inst. of Tech.)  KBSE2009-50 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | ACT-R (Adaptive Control of Thought - Rational)，a theory and computational model of human cognitive architecture，enables us to predict the activated brain areas and information processing processes． In this paper，we use ``ACT-R meets fMRI/ERP'' as a methodology for investigating human information processing processes and their neuro-mechanism．More specifically，we carry out ACT-R for simulating two cognitvely experimental tasks: two digits addition and number series induction，as case studies of human high cognitive functions，as well as modeling human thinking processes from visual recognition of the tasks to reach an answer by defining procedural knowledge and declarative knowledge and predicting activated brain areas related to the tasks． Furthermore，we predict BOLD (Blood Oxygenation Level Dependent) response observed by fMRI (functional Magnetic Resonance Imaging)．In addition，for two digits addition task，we show an interesting result by comparing simulation data with ERP (Event-Related Potential) data． |
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| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | ACT-R / fMRI / ERP / Cognitive modeling / Human high cognitive function / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 109, no. 392, KBSE2009-50, pp. 13-18, Jan. 2010. | |
| Paper # | KBSE2009-50 | |
| Date of Issue | 2010-01-18 (KBSE) | |
| ISSN | Print edition: ISSN 0913-5685 Online edition: ISSN 2432-6380 | |
| Copyright and reproduction |
All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034) | |
| Download PDF | KBSE2009-50 |
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| Conference Information | |
| Committee | KBSE |
| Conference Date | 2010-01-25 - 2010-01-26 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Univ. of Tsukuba, Tokyo |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | General |
| Paper Information | |
| Registration To | KBSE |
| Conference Code | 2010-01-KBSE |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | ACT-R meets fMRI/ERP |
| Sub Title (in English) | Case Studies for Investigating Human High Cognitive Functions |
| Keyword(1) | ACT-R |
| Keyword(2) | fMRI |
| Keyword(3) | ERP |
| Keyword(4) | Cognitive modeling |
| Keyword(5) | Human high cognitive function |
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| Keyword(7) | |
| Keyword(8) | |
| 1st Author's Name | Yuya Ojima |
| 1st Author's Affiliation | Maebashi Institute of Technology (Maebashi Inst. of Tech.) |
| 2nd Author's Name | Shinichi Motomura |
| 2nd Author's Affiliation | Maebashi Institute of Technology (Maebashi Inst. of Tech.) |
| 3rd Author's Name | Ning Zhong |
| 3rd Author's Affiliation | Maebashi Institute of Technology (Maebashi Inst. of Tech.) |
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| Speaker | Author-1 |
| Date Time | 2010-01-25 14:25:00 |
| Presentation Time | 40 minutes |
| Registration for | KBSE |
| Paper # | KBSE2009-50 |
| Volume (vol) | vol.109 |
| Number (no) | no.392 |
| Page | pp.13-18 |
| #Pages | 6 |
| Date of Issue | 2010-01-18 (KBSE) |
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