| Presentation | 2010-01-25 ACT-R Meets fMRI/ERP : Case Studies for Investigating Human High Cognitive Functions Yuya OJIMA, Shinichi MOTOMURA, Ning ZHONG, |
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| Abstract(in Japanese) | (See Japanese page) |
| Abstract(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) |
| Keyword(in English) | ACT-R / fMRI / ERP / Cognitive modeling / Human high cognitive function |
| Paper # | KBSE2009-50 |
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| Committee | KBSE |
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| Conference Date | 2010/1/18(1days) |
| Place (in Japanese) | (See Japanese page) |
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| Topics (in Japanese) | (See Japanese page) |
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| Registration To | Knowledge-Based Software Engineering (KBSE) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | ACT-R Meets fMRI/ERP : Case Studies for Investigating Human High Cognitive Functions |
| Sub Title (in English) | |
| Keyword(1) | ACT-R |
| Keyword(2) | fMRI |
| Keyword(3) | ERP |
| Keyword(4) | Cognitive modeling |
| Keyword(5) | Human high cognitive function |
| 1st Author's Name | Yuya OJIMA |
| 1st Author's Affiliation | Graduate School of Maebashi Institute of Technology() |
| 2nd Author's Name | Shinichi MOTOMURA |
| 2nd Author's Affiliation | Graduate School of Maebashi Institute of Technology |
| 3rd Author's Name | Ning ZHONG |
| 3rd Author's Affiliation | Graduate School of Maebashi Institute of Technology |
| Date | 2010-01-25 |
| Paper # | KBSE2009-50 |
| Volume (vol) | vol.109 |
| Number (no) | 392 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |