| Item type |
Symposium(1) |
| 公開日 |
2023-11-10 |
| タイトル |
|
|
タイトル |
Playing Board Games with a Deep Convolutional Neural Network on the Motorola 6809 8-Bit Microprocessor |
| タイトル |
|
|
言語 |
en |
|
タイトル |
Playing Board Games with a Deep Convolutional Neural Network on the Motorola 6809 8-Bit Microprocessor |
| 言語 |
|
|
言語 |
eng |
| キーワード |
|
|
主題Scheme |
Other |
|
主題 |
deep learning |
| キーワード |
|
|
主題Scheme |
Other |
|
主題 |
quantization |
| キーワード |
|
|
主題Scheme |
Other |
|
主題 |
neural networks |
| 資源タイプ |
|
|
資源タイプ識別子 |
http://purl.org/coar/resource_type/c_5794 |
|
資源タイプ |
conference paper |
| 著者所属 |
|
|
|
Kayufu |
| 著者所属(英) |
|
|
|
en |
|
|
Kayufu |
| 著者名 |
Rémi, Coulom
|
| 著者名(英) |
Rémi, Coulom
|
| 論文抄録 |
|
|
内容記述タイプ |
Other |
|
内容記述 |
While training deep-learning neural networks often requires considerable amounts of computing power, inference is efficient, and can be run on small devices. Cell phones are a typical example, but they are still rather powerful. The research presented in this paper takes the challenge to the extreme by running a Go-playing convolutional neural network on the 6809 CPU, an 8-bit microprocessor launched by Motorola in 1978. The software was implemented on a Thomson MO5 microcomputer, and reached a playing strength on par with GNU Go. |
| 論文抄録(英) |
|
|
内容記述タイプ |
Other |
|
内容記述 |
While training deep-learning neural networks often requires considerable amounts of computing power, inference is efficient, and can be run on small devices. Cell phones are a typical example, but they are still rather powerful. The research presented in this paper takes the challenge to the extreme by running a Go-playing convolutional neural network on the 6809 CPU, an 8-bit microprocessor launched by Motorola in 1978. The software was implemented on a Thomson MO5 microcomputer, and reached a playing strength on par with GNU Go. |
| 書誌情報 |
ゲームプログラミングワークショップ2023論文集
巻 2023,
p. 66-69,
発行日 2023-11-10
|
| 出版者 |
|
|
言語 |
ja |
|
出版者 |
情報処理学会 |
IPSJ-GPWS2023012.pdf (275.3 kB)