Parallel VLSI Architecture for Multi-Layer Self-Organizing Cellular Network (Special Issue on New Architecture LSIs)

スポンサーリンク

概要

• 論文の詳細を見る

• This paper proposes a multi-layer cellular network in which a self-organizing method is implemented. The network is developed for the purpose of data clustering and recognition. A multi-layer structure is presented to realize the sophisticated combination of several sub-spaces which are spanned by given input characteristic data. A self-organizing method is useful for evaluating the set of clusters for input data without a supervisor. Thus, using using these techniques this network can provide good clustering ability as an example for image / pattern data which have complicated and structured characteristics. In addition to the development of this algorithm, this paper also presents a parallel VLSI architecture for realizing the mechanism with high efficiency. Since the locality can be kept among all processing elements on every layer, the system is easily designed without large global data communication.

• 社団法人電子情報通信学会の論文
• 1993-07-25

著者

• Miyanaga Yoshikazu

  Faculty of Engineering, Hokkaido University

• Tochinai Koji

  Faculty of Engineering, Hokkaido University

• Miyanaga Yoshikazu

  Faculty Of Engineering Hokkaido University

• Tochinai Koji

  Faculty Of Engineering Hokkaido University

関連論文

• Design of Time-Varying ARMA Models and Its Adaptive Identification (Special Section on Signal Processing and System Theory)
• Parallel VLSI Architecture for Multi-Layer Self-Organizing Cellular Network (Special Issue on New Architecture LSIs)
• An Adaptive Method Analyzing Analytic Speech Signals (Special Section on Signal Processing and System Theory)
• FORTRAN Check System Using a Small Scale Computer

スポンサーリンク