Stability Analysis of Neural-Network Interconnected Systems  

Oleh:

Hwang, Jiing-Dong ; Hsiao, Feng-Hsiag

Jenis: Article from Journal - ilmiah internasional
Dalam koleksi: IEEE Transactions on Neural Networks vol. 14 no. 1 (Jan. 2003), page 201-208.
Topik: fuzzy neural networks; neural - network

Ketersediaan

Perpustakaan Pusat (Semanggi) Nomor Panggil: II36.8 Non-tandon: 1 (dapat dipinjam: 0) Tandon: tidak ada

Lihat Detail Induk

Isi artikel

This paper is concerned with the stability problem of a neural - network (NN) interconnected system which consists of a set of NN models. First, a linear difference inclusion (LDI) state - space representation is established for the dynamics of each NN model. Subsequently, based on the LDI state - space representation, a stability criterion in terms of Lyapunov's direct method is derived to guarantee the asymptotic stability of NN interconnected systems. Finally, a numerical example with simulations is given to demonstrate the results.

Opini Anda

Klik untuk menuliskan opini Anda tentang koleksi ini!

Kembali