The Simplical Neural Cell and Its Mixed-Signal Circuit Implementation : An Efficient Neural-Network Architecture for Intelligent Signal Processing in Portable Multimedia Applications  

Oleh:

Dogaru, R. ; Glesner, M. ; Julian, P. ; Chua, L. O.

Jenis: Article from Journal - ilmiah internasional
Dalam koleksi: IEEE Transactions on Neural Networks vol. 13 no. 4 (2002), page 995-1008.
Topik: circuits; neural cell; mizxed - signal circuit; neural - network architecture; intelligent signal; portable multimedia

Ketersediaan

Perpustakaan Pusat (Semanggi) Nomor Panggil: II36.7A Non-tandon: 1 (dapat dipinjam: 0) Tandon: tidak ada

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Isi artikel

This paper introduces a novel neural architecture which is capable of similar performance to any of the "classic" neural paradigms while having a very simple and efficient mixed - signal implementation which makes it a valuable candidate for intelligent signal processing in portable multimedia applications. The architecture and its realization circuit are described and the functional capabilities of the novel neural architecture called a simplicial neural cell are demonstrated for both regression and classification problems including non linear image filtering.

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