Playing Board Games with a Deep Convolutional Neural Network on the Motorola 6809 8-Bit Microprocessor

• Item type: Symposium(1)
• 公開日: 2023-11-10
• 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: eng
• キーワード / 主題Scheme: Other
• キーワード / 主題: deep learning
• キーワード / 主題Scheme: Other
• キーワード / 主題: quantization
• キーワード / 主題Scheme: Other
• キーワード / 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
• 著者所属(英): Kayufu
• 著者名: Rémi, Coulom
• 著者名(英): Rémi, Coulom
• 論文抄録 / 内容記述タイプ: Other
• 論文抄録 / 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
• 論文抄録(英) / 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