A neural network implementation on an inexpensive eight bit microcontroller

Cotton N. J., Wilamowski B. M., DÜNDAR G.

12th International Conference on Intelligent Engineering Systems, INES 2008, Miami, FL, Amerika Birleşik Devletleri, 25 - 29 Şubat 2008, ss.109-114, (Tam Metin Bildiri) identifier identifier

  • Yayın Türü: Bildiri / Tam Metin Bildiri
  • Doi Numarası: 10.1109/ines.2008.4481278
  • Basıldığı Şehir: Miami, FL
  • Basıldığı Ülke: Amerika Birleşik Devletleri
  • Sayfa Sayıları: ss.109-114
  • Boğaziçi Üniversitesi Adresli: Evet

Özet

The paper describes a neural network implementation on a low end and inexpensive microcontroller. It also describes the method of using a simple hardware multiplier to generate multibyte accurate results. An activation function that is equivalent to tangent hyperbolic is also described. An example is shown using an inexpensive eight bit microcontroller is used for a nonlinear control surface. © 2008 IEEE.