An Associative Memory System with Fuzzy Numbers

• Item type: Journal(1)
• 公開日: 1999-01-15
• タイトル: An Associative Memory System with Fuzzy Numbers
• タイトル / 言語: en
• タイトル: An Associative Memory System with Fuzzy Numbers
• 言語: eng
• キーワード / 主題Scheme: Other
• キーワード / 主題: テクニカルノート
• 資源タイプ / 資源タイプ識別子: http://purl.org/coar/resource_type/c_6501
• 資源タイプ: journal article
• 著者所属: Department of Computer Science & Systems Engineering Muroran Institute of Technology
• 著者所属: Department of Applied Mathematics Faculty of Engineering Yokohama National University
• 著者所属: Department of Computer Science & Systems Engineering Muroran Institute of Tech
• 著者所属(英): en
• 著者所属(英): Department of Computer Science & Systems Engineering, Muroran Institute of Technology
• 著者所属(英): en
• 著者所属(英): Department of Applied Mathematics, Faculty of Engineering, Yokohama National University
• 著者所属(英): en
• 著者所属(英): Department of Computer Science & Systems Engineering, Muroran Institute of Technology
• 著者名: Yukinori, Suzuki; Norio, Konno; Junji, Maeda
• 著者名(英): Yukinori, Suzuki; Norio, Konno; Junji, Maeda
• 論文抄録 / 内容記述タイプ: Other
• 論文抄録 / 内容記述: We propose an associative memory system (AMS) with fuzzy numbers. The AMS uses a memory matrix and a defuzzification procedure. The memory matrix associates fuzzy response vectors which are transformed into non-fuzzy response vectors by the defuzzification procedure. The performance of the AMS was evaluated by computational experiments. The results of the experiments indicated that the memory capacity of the AMS was larger than that of the standard linear associative memories. In addition the noise tolerance of the MAS was practically the same as that of the linear associative memory using the generalized inverse matrix method.
• 論文抄録(英) / 内容記述タイプ: Other
• 論文抄録(英) / 内容記述: We propose an associative memory system (AMS) with fuzzy numbers. The AMS uses a memory matrix and a defuzzification procedure. The memory matrix associates fuzzy response vectors which are transformed into non-fuzzy response vectors by the defuzzification procedure. The performance of the AMS was evaluated by computational experiments. The results of the experiments indicated that the memory capacity of the AMS was larger than that of the standard linear associative memories. In addition, the noise tolerance of the MAS was practically the same as that of the linear associative memory using the generalized inverse matrix method.
• 書誌レコードID / 収録物識別子タイプ: NCID
• 書誌レコードID / 収録物識別子: AN00116647
• 書誌情報: 情報処理学会論文誌; 巻 40, 号 1, p. 374-377, 発行日 1999-01-15
• ISSN / 収録物識別子タイプ: ISSN
• ISSN / 収録物識別子: 1882-7764