Playing Board Games with Deep Convolutional Neural Network on 8bit Motorola 6809

Summary

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