| Presentation | 2021-03-04 [Invited Talk] A Proposal in Order to use AI Safely for Control Nobuyasu Kanekawa, |
|---|---|
| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | The research of the deep learning which developed the "neural Network" proposed by the second AI (artificial intelligence) boom becomes an accelerator, and the research of AI is advanced positively again, and it is called a third AI boom. Artificial intelligence, such as deep learning, provides the best solution beyond human knowledge, but its safety is not necessarily guaranteed. In this lecture, we will introduce the approach which added the technology which verifies and guarantees the safety of the operation of artificial intelligence. This approach is expected to provide a safe and secure solution beyond human intelligence. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Artificial Intelligence / Deep Learning / Generalization Error / Safety / Functional Safety / Safety Verification Function / Safety-critical Applications |
| Paper # | SIS2020-50 |
| Date of Issue | 2021-02-25 (SIS) |
| Conference Information | |
| Committee | SIS |
|---|---|
| Conference Date | 2021/3/4(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Online |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Soft Computing, etc. |
| Chair | Noriaki Suetake(Yamaguchi Univ.) |
| Vice Chair | Tomoaki Kimura(Kanagawa Inst. of Tech.) / Naoto Sasaoka(Tottori Univ.) |
| Secretary | Tomoaki Kimura(Kindai Univ.) / Naoto Sasaoka(National Inst. of Tech., Ube College) |
| Assistant | Yukihiro Bandoh(NTT) / Soh Yoshida(Kansai Univ.) |
| Paper Information | |
| Registration To | Technical Committee on Smart Info-Media Systems |
|---|---|
| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | [Invited Talk] A Proposal in Order to use AI Safely for Control |
| Sub Title (in English) | |
| Keyword(1) | Artificial Intelligence |
| Keyword(2) | Deep Learning |
| Keyword(3) | Generalization Error |
| Keyword(4) | Safety |
| Keyword(5) | Functional Safety |
| Keyword(6) | Safety Verification Function |
| Keyword(7) | Safety-critical Applications |
| 1st Author's Name | Nobuyasu Kanekawa |
| 1st Author's Affiliation | Hitachi, Ltd.(Hitachi) |
| Date | 2021-03-04 |
| Paper # | SIS2020-50 |
| Volume (vol) | vol.120 |
| Number (no) | SIS-415 |
| Page | pp.pp.83-87(SIS), |
| #Pages | 5 |
| Date of Issue | 2021-02-25 (SIS) |