Neural Network In MATLAB

I have trained my neural network in MATLAB .I am using feed forward command. I have increased and decreased samples learning rate number of neurons but my error is not going to be minimized. It is just in order of 10 power -2 I need it in power of 10 power -6 or -8 .please suggest what are other possibilities.

Answer 1

[Prateekshya]

Hi Ghulam,

I understand that you want to achieve low error in Neural Networks. You may consider the following ways.

1. Normalize the data and consider removing or handling outliers appropriately.
2. Increase the network depth by adding more layers which can help in learning more complex patterns.
3. Experiment with different activation functions.
4. Adding L2 regularization can help prevent overfitting and improve generalization.

I hope this helps!

Thank you.