| Presentation | 2023-11-29 A Study on General Purpose Data Transmission Scheme Using SD-CNN with Coupled Cells Koki Koase, Ryoichi Shibata, Hideharu Toda, Taishi Iriyama, Tsuyoshi Otake, Hisashi Aomori, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | The sigma-delta cellular neural network (SD-CNN) is an artificial vision system that mimics the retina of biology. SD-CNN is capable of pulse-to-digital conversion of images, which enables reversible pulse transmission of images.This transmission method has been considered unsuitable for general-purpose data transmission because it uses the local connectivity of the CNN to transmit data that is highly correlated with its neighbors, such as images.On the other hand, it is possible to increase the correlation between data, even for general data, by vertically or horizontally duplicating the data and creating a pseudo-image.Therefore, in this paper, we propose a reversible transmission scheme for arbitrary binary data using a two-layer SD-CNN. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | sigma-delta cellular neural network / pulse transmission of binary data |
| Paper # | NLP2023-71 |
| Date of Issue | 2023-11-21 (NLP) |
| Conference Information | |
| Committee | NLP |
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| Conference Date | 2023/11/28(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Nago city commerce and industry association |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | NLP, etc. |
| Chair | Hiroyuki Torikai(Hosei Univ.) |
| Vice Chair | Yuichi Tanji(Kagawa Univ.) |
| Secretary | Yuichi Tanji(Gifu Univ.) |
| Assistant | Yoshikazu Yamanaka(Utsunomiya Univ.) / Eri Ioka(Shibaura Inst. of Tech.) |
| Paper Information | |
| Registration To | Technical Committee on Nonlinear Problems |
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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 General Purpose Data Transmission Scheme Using SD-CNN with Coupled Cells |
| Sub Title (in English) | |
| Keyword(1) | sigma-delta cellular neural network |
| Keyword(2) | pulse transmission of binary data |
| 1st Author's Name | Koki Koase |
| 1st Author's Affiliation | Chukyo Univercity(Chukyo Univ.) |
| 2nd Author's Name | Ryoichi Shibata |
| 2nd Author's Affiliation | Aiphone Corporation(Aiphon Co.) |
| 3rd Author's Name | Hideharu Toda |
| 3rd Author's Affiliation | Chukyo Univercity(Chukyo Univ.) |
| 4th Author's Name | Taishi Iriyama |
| 4th Author's Affiliation | Saitama Univercity(Saitama Univ.) |
| 5th Author's Name | Tsuyoshi Otake |
| 5th Author's Affiliation | Tamagawa University(Tamagawa Univ.) |
| 6th Author's Name | Hisashi Aomori |
| 6th Author's Affiliation | Chukyo Univercity(Chukyo Univ.) |
| Date | 2023-11-29 |
| Paper # | NLP2023-71 |
| Volume (vol) | vol.123 |
| Number (no) | NLP-287 |
| Page | pp.pp.53-56(NLP), |
| #Pages | 4 |
| Date of Issue | 2023-11-21 (NLP) |