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Call Number SEM-347
Collection Type Indeks Artikel prosiding/Sem
Title Quadrics neural network model and its application, 350-354
Author He Xiafeng, Xu Qing;
Publisher Proceedings 2011 4th IEEE International Conference on computer science and information technology Juni 10-12, 2011 Chengdu, China (ICCSIT 2011)
Subject
Location
Lokasi : Perpustakaan Fakultas Ilmu Komputer
Nomor Panggil ID Koleksi Status
SEM-347 TERSEDIA
Tidak ada review pada koleksi ini: 45278
In this paper, a quadrics and BP (back propagation) based neural network model is proposed. with the division of the input vactors into several sub-vectors and the application of quadrics, the multi-linear spaces are separated well, so that the complex net connection between the input level and the implicated level is eliminated and physical meanings of the hidden neurons are clarified. compared with the traditional three-level BP neural network, the result of the experiment show that this improvement realizes faster and more stable convergence.