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Paper Abstract and Keywords
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
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．
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

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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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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