Presentation | 2009-06-15 An investigation of active touch using neural networks and a tactile display : Constructing tactile sensations represented by onomatopoeias Yuta OGAI, Takashi IKEGAMI, |
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Abstract(in Japanese) | (See Japanese page) |
Abstract(in English) | We suggest a system using tactile display and 3D position sensor for active touch. In the system, subjects wear the sensor on back of their hand and the display on their fingers. They feel tactile sensation by moving the hands. We adopt recurrent neural networks (RNNs) evolved by interactive evolutionary computation as relations between the sensor and the display. The subjects evolve the RNNs by using 2 Japanese Onomatopoeias (Uneune and Zarazara) as evolutionary goals, and we do experiments using the evolved RNNs for them. The results indicate that the system has ability to represent several tactile sensations, tactile sensations can not be represent by combinations of sine waves of static amplitude, and the system has application possibility to linguistics by comparison of onomatopoeias. |
Keyword(in Japanese) | (See Japanese page) |
Keyword(in English) | Active touch / Tactile display / Interactive evolutionary computation / Neural network / Onomatopoeia |
Paper # | HIP2009-51 |
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Conference Information | |
Committee | HIP |
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Conference Date | 2009/6/8(1days) |
Place (in Japanese) | (See Japanese page) |
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Registration To | Human Information Processing (HIP) |
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Language | JPN |
Title (in Japanese) | (See Japanese page) |
Sub Title (in Japanese) | (See Japanese page) |
Title (in English) | An investigation of active touch using neural networks and a tactile display : Constructing tactile sensations represented by onomatopoeias |
Sub Title (in English) | |
Keyword(1) | Active touch |
Keyword(2) | Tactile display |
Keyword(3) | Interactive evolutionary computation |
Keyword(4) | Neural network |
Keyword(5) | Onomatopoeia |
1st Author's Name | Yuta OGAI |
1st Author's Affiliation | Graduate School of Arts and Sciences, The University of Tokyo() |
2nd Author's Name | Takashi IKEGAMI |
2nd Author's Affiliation | Graduate School of Arts and Sciences, The University of Tokyo |
Date | 2009-06-15 |
Paper # | HIP2009-51 |
Volume (vol) | vol.109 |
Number (no) | 83 |
Page | pp.pp.- |
#Pages | 5 |
Date of Issue |