| Presentation | 2014-11-21 Setting of prior probability considering transition probability of letters and BS for P300 speller Yuki SHIRAYA, Tomohiro YOSHIKAWA, Takeshi FURUHASHI, |
|---|---|
| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | P300 speller is one of the BCI that can input characters using P300 which is one of the characteristics in brain wave. Because of low S/N ratio in brain waves, it is necessary to average the signals to improve discriminant performance. However, averaging brain waves degrade the performance of input speed. In this paper, we propose a method which considers the appearance probability of 'hiragana,' transition probability between letters and prior probability after the input of 'BS.' Moreover, we compare the proposed method with the conventional method and show that the performance is improved by the proposed method in P300 speller. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | BCI / P300 / N-gram / BackSpace / Reliability-Based Automatic Repeat reQuest |
| Paper # | MBE2014-62,NC2014-32 |
| Date of Issue |
| Conference Information | |
| Committee | NC |
|---|---|
| Conference Date | 2014/11/14(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | |
| Vice Chair | |
| Secretary | |
| Assistant | |
| Paper Information | |
| Registration To | Neurocomputing (NC) |
|---|---|
| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Setting of prior probability considering transition probability of letters and BS for P300 speller |
| Sub Title (in English) | |
| Keyword(1) | BCI |
| Keyword(2) | P300 |
| Keyword(3) | N-gram |
| Keyword(4) | BackSpace |
| Keyword(5) | Reliability-Based Automatic Repeat reQuest |
| 1st Author's Name | Yuki SHIRAYA |
| 1st Author's Affiliation | Dept. of Computational Science and Enginnering, Graduate School of Engineering, Nagoya University() |
| 2nd Author's Name | Tomohiro YOSHIKAWA |
| 2nd Author's Affiliation | Dept. of Computational Science and Enginnering, Graduate School of Engineering, Nagoya University |
| 3rd Author's Name | Takeshi FURUHASHI |
| 3rd Author's Affiliation | Dept. of Computational Science and Enginnering, Graduate School of Engineering, Nagoya University |
| Date | 2014-11-21 |
| Paper # | MBE2014-62,NC2014-32 |
| Volume (vol) | vol.114 |
| Number (no) | 326 |
| Page | pp.pp.- |
| #Pages | 4 |
| Date of Issue | |