Desing of a pattern fuzzy cluster using systolic array

• E. I. Zapata ^[1] ; R. Doallo ^[1] ; M. A. Ismail ^[2]
  1. [1] Universidade de Santiago de Compostela

     Universidade de Santiago de Compostela

     Santiago de Compostela, España

     
  2. [2] University of Windsor

     University of Windsor

     Canadá

     
• Localización: Mini and Microcomputers and their applications / Emilio Luque Fadón (ed. lit.), 1988, págs. 549-552
• Idioma: inglés
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• Resumen

  • This article presents a VLSI systolic architecture for fuzzy clustering. The different elemental modules of the system have been designed according to Moldovan´s methology. The modularity and the regularity of the proposed architecture make it suitable for VLSI implementation. The total processing time for each pass of membership fucntion and cluster center updating in essentially dominated by the time required to fectch the cluster center matrix once. Detailed architectural configuration and performance evaluation are presented.