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Levenberg_Marquardt-toolbox
This is a matlab code for LM algorithm use for training Artificial Neural NetworkTime_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.Activation-Functions
This is a repository containing the new activation function proposed during the cause of my PhDPublished-Work
All published WorkSQ_RBF_Paper
Recurrent-Neural-Network
This repo contains the LSTM architecture trained on proposed Activation functionmsu
Effect of parameterizing square-based asymmetric activation functionsAutoencoder
This repo contains the Keras code for fully connected autoencoder found in several articles.Stochasticity_LM
Effect of introducing stochasticity in NN convergence and helping with neuron saturationHardware_Activation-Functions
This contains all the VHDL code used for our novel Activation FunctionsApproximation_AF
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 methodsLove Open Source and this site? Check out how you can help us