| Presentation | 2023-11-16 Design and Error-tolerance of FeFET-based CiM for Hyperdimensional Computing Chihiro Matsui, Eitaro Kobayashi, Naoko Misawa, Kasidit Toprasertpong, Shinichi Takagi, Ken Takeuchi, |
|---|---|
| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | A high-speed massively parallel operation for learning and inference in Hyperdimensional Computing (HDC) using voltage-sensing FeFET Computation-in-Memory (CiM) is proposed. Furthermore, this paper shows the error tolerance of the calculation results against errors caused by read-disturb and data-retention in FeFET cells that store 10,000-dimensional hypervectors. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Hyperdimensional Computing / FeFET CiM / Error Tolerance |
| Paper # | VLD2023-48,ICD2023-56,DC2023-55,RECONF2023-51 |
| Date of Issue | 2023-11-08 (VLD, ICD, DC, RECONF) |
| Conference Information | |
| Committee | VLD / DC / RECONF / ICD / IPSJ-SLDM |
|---|---|
| Conference Date | 2023/11/15(3days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Civic Auditorium Sears Home Yume Hall |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Design Gaia 2023 -New Field of VLSI Design- |
| Chair | Shigetoshi Nakatake(Univ. of Kitakyushu) / Tatsuhiro Tsuchiya(Osaka Univ.) / Yoshiki Yamaguchi(Tsukuba Univ.) / Makoto Ikeda(Univ. of Tokyo) / Hiroyuki Ochi(Ritsumeikan Univ.) |
| Vice Chair | Yuichi Sakurai(Hitachi) / Toshinori Hosokawa(Nihon Univ.) / Yasushi Inoguchi(JAIST) / Tomonori Izumi(Ritsumeikan Univ.) / Hayato Wakabayashi(Sony Semiconductor Solutions) |
| Secretary | Yuichi Sakurai(Socionext) / Toshinori Hosokawa(Hirosaki Univ.) / Yasushi Inoguchi(Nihon Univ.) / Tomonori Izumi(Chiba Univ.) / Hayato Wakabayashi(NEC) / (Toyohashi Univ. of Tech.) |
| Assistant | Takuma Nishimoto(Hitachi) / / Yukitaka Takemura(INTEL) / Yasunori Osana(Kumamoto Univ.) / Ryo Shirai(Kyoto Univ.) / Jun Shiomi(Osaka Univ.) / Takeshi Kuboki(Kumamoto University) |
| Paper Information | |
| Registration To | Technical Committee on VLSI Design Technologies / Technical Committee on Dependable Computing / Technical Committee on Reconfigurable Systems / Technical Committee on Integrated Circuits and Devices / Special Interest Group on System and LSI Design Methodology |
|---|---|
| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Design and Error-tolerance of FeFET-based CiM for Hyperdimensional Computing |
| Sub Title (in English) | |
| Keyword(1) | Hyperdimensional Computing |
| Keyword(2) | FeFET CiM |
| Keyword(3) | Error Tolerance |
| 1st Author's Name | Chihiro Matsui |
| 1st Author's Affiliation | The University of Tokyo(Univ. of Tokyo) |
| 2nd Author's Name | Eitaro Kobayashi |
| 2nd Author's Affiliation | The University of Tokyo(Univ. of Tokyo) |
| 3rd Author's Name | Naoko Misawa |
| 3rd Author's Affiliation | The University of Tokyo(Univ. of Tokyo) |
| 4th Author's Name | Kasidit Toprasertpong |
| 4th Author's Affiliation | The University of Tokyo(Univ. of Tokyo) |
| 5th Author's Name | Shinichi Takagi |
| 5th Author's Affiliation | The University of Tokyo(Univ. of Tokyo) |
| 6th Author's Name | Ken Takeuchi |
| 6th Author's Affiliation | The University of Tokyo(Univ. of Tokyo) |
| Date | 2023-11-16 |
| Paper # | VLD2023-48,ICD2023-56,DC2023-55,RECONF2023-51 |
| Volume (vol) | vol.123 |
| Number (no) | VLD-258,ICD-259,DC-260,RECONF-261 |
| Page | pp.pp.99-100(VLD), pp.99-100(ICD), pp.99-100(DC), pp.99-100(RECONF), |
| #Pages | 2 |
| Date of Issue | 2023-11-08 (VLD, ICD, DC, RECONF) |