System identification with hybrid Elman network

Meral M., Sengor N. S.

IEEE 12th Signal Processing and Communications Applications Conference, Kusadasi, Türkiye, 28 - 30 Nisan 2004, ss.80-83 identifier identifier

  • Yayın Türü: Bildiri / Tam Metin Bildiri
  • Cilt numarası:
  • Doi Numarası: 10.1109/siu.2004.1338262
  • Basıldığı Şehir: Kusadasi
  • Basıldığı Ülke: Türkiye
  • Sayfa Sayıları: ss.80-83
  • İstanbul Teknik Üniversitesi Adresli: Evet

Özet

In this paper a hybrid Elman network containing radial basis functions in its hidden layer is suggested for dynamic and chaotic system identification. Both Elman network and feedforward networks with radial basis functions are being successfully used in system identification. Here it is shown that a hybrid Elman network with radial basis functions gives better performance than simple Elman network in chaotic system identification applications.