Identification of Complex Shapes Using A Self Organizing Neural System  

Oleh:

Bolouri, H. ; Sabisch, T. ; Ferguson, A.

Jenis: Article from Journal - ilmiah internasional
Dalam koleksi: IEEE Transactions on Neural Networks vol. 11 no. 4 (2000), page 921-934.
Topik: SYSTEMS; complex shapes; self organizing; neural system

Ketersediaan

Perpustakaan Pusat (Semanggi) Nomor Panggil: II36.4 Non-tandon: 1 (dapat dipinjam: 0) Tandon: tidak ada

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Isi artikel

We present a multilayer hierarchical neural system for automatic classification of complex contour patterns. The system consists of a neocognitron - like network structure combined with self - organizing maps to automatically determine feature classes. We present results showing that multilayer hierarchical networks are able to tolerate pattern distortion considerably better than standard neural network implementations.

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