# BP-Neural-Network-Matlab
## Description
BP neural network in Matlab.
## Tutorial
The program is used to generate and train a BP neural network with the primary application of Matlab. I choose Sigmoid as the activation function of the hidden layer, and Linear function as the activation function of the output layer.
Before running the program, you should add all the files into Matlab path. It is recommended to run the program in` BPtrain.m` unless you want to improve my code.
You can change the training set, number of neurons in hidden layer, learning rate, repeat times and check interval in `BPtrain.m` by simply changing the default values.
If your input size and output size are both one, you can run `film.m` to generate a film showing the training process. An example is given below.
![GIF](gif180906.gif)
Enjoy your time with BPNN and Matlab! Feel free to raise an issue!
Created 7/9/2018 by Bill in Beijing.
Last modified 15/8/2021 by Bill in Chengdu.
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BP Neural Network in Matlab..zip
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2023-07-17
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BP Neural Network in Matlab..zip (10个子文件)
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BP-Neural-Network-Matlab-master
film.m 1KB
BPtrain.m 2KB
LICENSE 1KB
layer.m 819B
sigmoid.m 79B
README中文版.md 1KB
dsigmoid.m 133B
gif180906.gif 19.59MB
BPrun.m 161B
README.md 980B
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