Geometrical Interpretation and Architecture Selection ofMLP  

Oleh:

Tong, Heng Lee ; Ding, S. Q. ; Xiang, Cheng

Jenis: Article from Journal - ilmiah internasional
Dalam koleksi: IEEE Transactions on Neural Networks vol. 16 no. 1 (Jan. 2005), page 84-96.
Topik: geometrical measurement; geometrical interpretation; architecture; MLP

Ketersediaan

Perpustakaan Pusat (Semanggi) Nomor Panggil: II36.12 Non-tandon: 1 (dapat dipinjam: 0) Tandon: tidak ada

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Isi artikel

A geometrical interpretation of the multilayer perceptron (MLP) is suggested in this paper. Some general guidelines for selecting the architecture of the MLP, i. e., the number of the hidden neurons and the hidden layers, are proposed based upon this interpretation and the controversial issue of whether four - layered MLP is superior to the three - layered MLP is also carefully examined.

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