| Presentation | 2005/10/10 Neural Decoding and Mind-Reading Yukiyasu KAMITANI, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Unlike the conventional approach that measures neural activity given a stimulus or task, the decoding approach in neuroscience characterizes neural activity to predict an unknown stimulus or task. Here, we first give an overview of the concept of neural decoding and decoding methods. Then, we summarize our recent results on non-invasive decoding of human visual perception, and discuss the potential of the decoding approach for the study of internal representations of the human brain and non-invasive brain-machine interfaces. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Neural decoding / Mind-reading / Ensemble feature selectivity / functional magnetic resonance imaging (fMRI) / Pattern recognition / Support vector machine / Columnar organization / Visual cortex |
| Paper # | NC2005-45 |
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| Conference Information | |
| Committee | NC |
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| Conference Date | 2005/10/10(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) | Neural Decoding and Mind-Reading |
| Sub Title (in English) | |
| Keyword(1) | Neural decoding |
| Keyword(2) | Mind-reading |
| Keyword(3) | Ensemble feature selectivity |
| Keyword(4) | functional magnetic resonance imaging (fMRI) |
| Keyword(5) | Pattern recognition |
| Keyword(6) | Support vector machine |
| Keyword(7) | Columnar organization |
| Keyword(8) | Visual cortex |
| 1st Author's Name | Yukiyasu KAMITANI |
| 1st Author's Affiliation | ATR Computational Neuroscience Laboratories() |
| Date | 2005/10/10 |
| Paper # | NC2005-45 |
| Volume (vol) | vol.105 |
| Number (no) | 341 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |