jbowren/SimpleMLP: A small multilayer perceptron implementation written with C++11.

A small multilayer perceptron implementation written with C++11.

Joshua Bowren 406abb95dd Split license and readme into separate files.		11 سال پیش
Resources	55422e3818 Initial commit, working MLP with a basic OCR example	11 سال پیش
Application.cpp	55422e3818 Initial commit, working MLP with a basic OCR example	11 سال پیش
Application.hpp	55422e3818 Initial commit, working MLP with a basic OCR example	11 سال پیش
LICENSE	406abb95dd Split license and readme into separate files.	11 سال پیش
Main.cpp	55422e3818 Initial commit, working MLP with a basic OCR example	11 سال پیش
NeuralNetwork.cpp	55422e3818 Initial commit, working MLP with a basic OCR example	11 سال پیش
NeuralNetwork.hpp	55422e3818 Initial commit, working MLP with a basic OCR example	11 سال پیش
README	406abb95dd Split license and readme into separate files.	11 سال پیش
Utils.cpp	c5c12947ab Fixed libc C++ interface API usage inconsistency	11 سال پیش
Utils.hpp	c5c12947ab Fixed libc C++ interface API usage inconsistency	11 سال پیش

		
				README
			
				SimpleMLP is a free softare multilayer peceptron implemenation.
It was orignally written to understand the perceptron algorithm.
The OCR example that comes with it converges to a solution within
seconds because the data set contains letters drawn with thick
lines, so there are more black pixels and are easier to learn.
Training on thinly drawn letters would require more trainning
examples and time.