| Presentation | 1999/3/19 Heart Rate Variability related with Mental Stress and Cumulative Fatigue : Assessment of the Autonomic Nervous Functions by Using Neural Networks Haruyuki MINAMITANI, Sachio HAYASHI, Takanobu NAGATA, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Autonomic function indicators of heart rate variability and respiratory variability related with mental stress and cumulative fatigue were assessed by using time series and spectral analyses under a light mental workload. These indicators were compared with subjective questionnaires from which the mental fatigue state can be abstracted well. Based on the assessment of autonomic functions, feed-forward neural networks having the inputs of 19 indicators were constructed for assessing individual states of vigor and fatigue, and availability of the networks was obtained. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Heart rate variability / Autonomic nervous activity / Stress / Cumulative fatigue / Spectral analysis / Neural Network |
| Paper # | MBE98-156 |
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| Conference Information | |
| Committee | MBE |
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| Conference Date | 1999/3/19(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
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| Paper Information | |
| Registration To | ME and Bio Cybernetics (MBE) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Heart Rate Variability related with Mental Stress and Cumulative Fatigue : Assessment of the Autonomic Nervous Functions by Using Neural Networks |
| Sub Title (in English) | |
| Keyword(1) | Heart rate variability |
| Keyword(2) | Autonomic nervous activity |
| Keyword(3) | Stress |
| Keyword(4) | Cumulative fatigue |
| Keyword(5) | Spectral analysis |
| Keyword(6) | Neural Network |
| 1st Author's Name | Haruyuki MINAMITANI |
| 1st Author's Affiliation | Graduate School of Biomedical Engineering, Keio University() |
| 2nd Author's Name | Sachio HAYASHI |
| 2nd Author's Affiliation | Graduate School of Biomedical Engineering, Keio University |
| 3rd Author's Name | Takanobu NAGATA |
| 3rd Author's Affiliation | Graduate School of Biomedical Engineering, Keio University |
| Date | 1999/3/19 |
| Paper # | MBE98-156 |
| Volume (vol) | vol.98 |
| Number (no) | 672 |
| Page | pp.pp.- |
| #Pages | 8 |
| Date of Issue | |