| Presentation | 2010-12-19 Classification of Unpleasant Emotion Evoked by Auditory Stimuli based on Near-infrared Spectroscopy Signals Atsushi NAGASE, Koji OGURI, |
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| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Hemodynamics changes in human's prefrontal cortex region caused by unpleasant emotion were measured non-invasively by NIRS (Near-infrared Spectroscopy). Auditory stimuli were presented to subjects to evoke unpleasant emotion. Classifications of auditory stimulus presentations and unpleasant emotion were conducted using SVM (Support Vector Machine). Oxygenated hemoglobin (oxy-Hb) concentration increased significantly around Brodmann area 9 during presentation of unpleasant emotional stimulus. As a result of classifications based on NIRS signals, classifications of auditory stimulus presentations got high classification capability. We also indicated possibility for classification of unpleasant emotion. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Near-infrared Spectroscopy / NIRS / Unpleasant Emotion / Auditory Stimuli / SVM |
| Paper # | MBE2010-66,NC2010-77 |
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| Conference Information | |
| Committee | NC |
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| Conference Date | 2010/12/12(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Neurocomputing (NC) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Classification of Unpleasant Emotion Evoked by Auditory Stimuli based on Near-infrared Spectroscopy Signals |
| Sub Title (in English) | |
| Keyword(1) | Near-infrared Spectroscopy |
| Keyword(2) | NIRS |
| Keyword(3) | Unpleasant Emotion |
| Keyword(4) | Auditory Stimuli |
| Keyword(5) | SVM |
| 1st Author's Name | Atsushi NAGASE |
| 1st Author's Affiliation | Graduate School of Information Science and Technology, Aichi Prefectural University() |
| 2nd Author's Name | Koji OGURI |
| 2nd Author's Affiliation | Graduate School of Information Science and Technology, Aichi Prefectural University |
| Date | 2010-12-19 |
| Paper # | MBE2010-66,NC2010-77 |
| Volume (vol) | vol.110 |
| Number (no) | 355 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |