Implementation of the C-mantec neural network constructive algorithm in an arduino uno microcontroller

Abstract:

A recently proposed constructive neural network algorithm, named C-Mantec, is fully implemented in a Arduino board. The C-Mantec algorithm generates very compact size neural architectures with good pbkp_rediction abilities, and thus the board can be potentially used to learn on-site sensed data without needing to transmit information to a central control unit. An analysis of the more difficult steps of the implementation is detailed, and a test is carried out on a set of benchmark functions normally used in circuit design to show the correct functioning of the implementation. © 2013 Springer-Verlag Berlin Heidelberg.

Año de publicación:

2013

Keywords:

• microcontroller
• Constructive Neural Networks
• Arduino

Fuente:

scopus