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A general structure for classification

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1 Author(s)
Sandberg, I.W. ; Dept. of Electr. & Comput. Eng., Texas Univ., Austin, TX, USA

The problem of classifying signals is considered. Typically, a finite number m of pairwise disjoint sets C1,. . .,Cm of signals is given, and the aim is to synthesize a system that maps the elements of each Cj into a real number aj so that the numbers a1,. . .,am are distinct. A structure that can perform this classification (for any prescribed distinct a1,. . .,am), assuming only that the Cj are compact subsets of a real normed linear space, is presented

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Circuits and Systems I: Fundamental Theory and Applications, IEEE Transactions on  (Volume:40 ,  Issue: 4 )