Non-linear system identification with neural network B-spline

Can someone help me with some questions about a project for nonlinear system identification with neural network b spline ?

Answer 1

[Shivansh]

Hi David,

I understand that you want to use Non-linear system identification with neural network B-spline. I am assuming that you might use B-spline as an activation function.

You can refer to following official MATLAB documentation links:

1. B-spline in MATLAB: Learn about constructing and working with B-form splines in MATLAB. https://www.mathworks.com/help/curvefit/constructing-and-working-with-b-form-splines.html?s_tid=srchtitle_site_search_6_b%2520spline.
2. Defining custom neural network layers in MATLAB: Explore how to define custom layers for deep learning in MATLAB. https://www.mathworks.com/help/deeplearning/ug/define-custom-deep-learning-layers.html.
3. Neural network subobject properties: Find detailed information about the properties of neural networks. https://www.mathworks.com/help/deeplearning/ug/neural-network-subobject-properties.html#bss4hk6-99.
4. Identification of non-linear models in MATLAB: Learn about the process of identifying non-linear models using MATLAB. https://www.mathworks.com/help/ident/nonlinear-model-identification.html.

These documentations can provide a good direction for you to start your project. Hope it helps!