Discover awur978/Approximation_AF Open Source project

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Created almost 5 years ago
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awur978

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This repository contains all the different approximations method in literature for hardware implementation of bipolar nonlinear function. Focus is on Tanh activation function. Codes are initially written in python, MATLAB and then the VHDL description language is use for hardware implementation of this approximation methods

Levenberg_Marquardt-toolbox

This is a matlab code for LM algorithm use for training Artificial Neural Network

MATLAB

Time_Series_Application

This is a repo containing research work on NN speed control of DC motor using MATLAB. The aim is to implement this on FPGA. Overall, we are interested in comparing different architectures, delays, sampling time and finally activation functions.

MATLAB

Activation-Functions

This is a repository containing the new activation function proposed during the cause of my PhD

MATLAB

Published-Work

All published Work

Jupyter Notebook