| Presentation | 2014-11-21 A Study on utility in clinical practice with P300 speller Kohei KAWAI, Tomohiro YOSHIKAWA, Takeshi FURUHASHI, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In this paper, we discuss about the performance of spelling with P300 speller in clinical practice. P300 speller is one of the BCI communication tools, which uses P300 as the feature quantity and allows users to select letters just by thinking. This paper shows that the spelling speed in P300 speller by ALS patients was improved by RB-ARQ considering the transition probability of letters. On the other hand, P300 speller requires a user to input letters for the machine learning every time before use. This paper also shows that incremental learning gave the reduction of training time by ALS patients with high accuracy. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | BCI / P300 speller / ALS / Incremental Learning / Transition probability of letters |
| Paper # | MBE2014-64,NC2014-34 |
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| Conference Information | |
| Committee | NC |
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| Conference Date | 2014/11/14(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) | A Study on utility in clinical practice with P300 speller |
| Sub Title (in English) | |
| Keyword(1) | BCI |
| Keyword(2) | P300 speller |
| Keyword(3) | ALS |
| Keyword(4) | Incremental Learning |
| Keyword(5) | Transition probability of letters |
| 1st Author's Name | Kohei KAWAI |
| 1st Author's Affiliation | Dept. of Computational Science and Engineering, Graduate School of Engineering, Nagoya University() |
| 2nd Author's Name | Tomohiro YOSHIKAWA |
| 2nd Author's Affiliation | / |
| 3rd Author's Name | Takeshi FURUHASHI |
| 3rd Author's Affiliation | |
| Date | 2014-11-21 |
| Paper # | MBE2014-64,NC2014-34 |
| Volume (vol) | vol.114 |
| Number (no) | 326 |
| Page | pp.pp.- |
| #Pages | 4 |
| Date of Issue | |