Extending The Functional Equivalence of Radial Basis Function Networks and Fuzzy Inference Systems  

Oleh:

Hunt, K. J. ; Haas, R. ; Murray-Smith, R.

Jenis: Article from Journal - ilmiah internasional
Dalam koleksi: IEEE Transactions on Neural Networks vol. 7 no. 3 (1996), page 776-781.
Topik: networks; functional equivalence; radial basis function; networks; fuzzy inference systems

Ketersediaan

Perpustakaan Pusat (Semanggi) Nomor Panggil: II36.1 Non-tandon: 1 (dapat dipinjam: 0) Tandon: tidak ada

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Isi artikel

We establish the functional equivalence of a generalized class of Gaussian radial basis function (RBF s) networks and the full Takagi - Sugeno model (1983) of fuzzy inference. This generalizes an existing result which applies to the standard Gaussian RBF network and a restricted form of the Takagi - Sugeno fuzzy system. The more general framework allows the removal of some of the restrictive conditions of the previous result.

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