How can I plot a neural network?

Say I created a neural network, such as net = feedforwardnet(30);, which I trained [net tr] = train(net,p,t);

How can I plot this neural network? I would like something like:

(I'm especially interested in having the weights displayed on the graph)

Thanks, Franck

Answer 1

[Greg Heath]

The only NNTBX display that is available is

view(net)

However, perhaps you can find something online.

Hope this helps.

Thank you for accepting my answer.

Greg

[Franck Dernoncourt]

Thanks for your answer, view() was indeed the only function I could find… But I'm surprised there is no existing code for such a common task. Maybe some function to output the network to a .dot file that we would give to GraphViz?

Answer 2

[Yashwant Kolluru]

[a,b] = train(net,x,t); y = net(x); e = gsubtract(t,y); %%%%%%%%%%%%%%%%%%% figure, plotperform(b); figure, plottrainstate(b); figure, ploterrhist(e); figure, plotregression(t,y);

hope it helps

Answer 3

[fred ssemwogerere]

Hello, with the latest Matlab version 2019b, you are availed with a wide range of functions that can do this job for you. With my program for neural network modeling, i added some lines of code that also plot the best neural network. You can start by checking out the "line" and "viscircles" functions in the Matlab documentation. These can help you with what you want to plot. Below is a sample plot output from my code, of the best network i was designing. With added work, you can modify the lines to visualize the magnitude and direction of the weights, remove the axis bars, and many other things that you would like to do.

Regards,

Fred

[Maha Mosalam]

can you submit the line codes to do this, please

Answer 4

[Sajjad Shawl]

hi

have a look at this code from matlab exchange

quite usefull

Call the function to plot FNN: plotFNN(layersLength), where layersLength is a 1*n row vector containing the number of neurons in each layer.

https://www.mathworks.com/matlabcentral/fileexchange/87287-plot-feedforward-neural-networks), MATLAB Central File Exchange. Retrieved June 5, 2022.