Oriental Journal of Computer Science and Technology

Jnana Ranjan Tripathy ¹, Hrudaya Kumar Tripathy ², S. S. Nayak ³

Affiliations
1 Department of Computer Science & Engineering, Biju Pattnaik University of Technology, Orissa Engineering College, Bhubaneswar, Odisha - 752050, IN
2 KIIT University Chandaka Industrial Estate, Patia, Bhubaneswar, Odisha-751024, IN
3 Centurion University of Technology, Paralakhemundi, Gajapati, Odisha, IN

Abstract

The Neural Network Trainer (NNT) was originally developed as a tool for training neural networks for use on a PC or comparable computing machine. NNT originally produced for the user an array of weights that corresponded to the weights in a neural network architecture designed by that user. From this point, it is was the user’s responsibility to create a neural network that could utilize these weights. This paper transforms this original tool into a complete neural network implementation package for microcontrollers. This software package includes the trainer, an assembly language based generic neural network for the PIC 18 series microcontroller, 8-bit neural network simulator, a microcontroller communication interface for testing embedded neural networks, and a C implemented neural network for any microcontroller with a C compiler.

Keywords

NNT, Neural Networks, Simulator, Microcontroller.

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