MATLAB Answers

Weight restriction during training neural network

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soepblik
soepblik on 24 Mar 2021
Answered: Srivardhan Gadila on 28 Mar 2021
Is it possible to set a maximum weight magnitude during training a neural network?
And how can i implement this if this is possible?

Answers (1)

Srivardhan Gadila
Srivardhan Gadila on 28 Mar 2021
You can create a dlnetwork and train the network using Custom Training Loop.
Within the Model Gradients Function access the weights of the network by using the Learnables property of the dlnetwork and set a maximum weight magnitude accordingly.

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