Title :
A Neural Network Implementation on an Inexpensive Eight Bit Microcontroller
Author :
Cotton, Nicholas J. ; Wilamowski, Bogdan M. ; Dündar, Günhan
Author_Institution :
Auburn Univ., Auburn, AL
Abstract :
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.
Keywords :
microcontrollers; neural chips; nonlinear control systems; hardware multiplier; inexpensive eight bit microcontroller; neural network; nonlinear control surface; tangent hyperbolic; word length 8 bit; Computer networks; Cotton; Hardware; Harmonic distortion; Industrial electronics; Microcontrollers; Motor drives; Neural networks; Neurons; Power distribution;
Conference_Titel :
Intelligent Engineering Systems, 2008. INES 2008. International Conference on
Conference_Location :
Miami, FL
Print_ISBN :
978-1-4244-2082-7
Electronic_ISBN :
978-1-4244-2083-4
DOI :
10.1109/INES.2008.4481278
