Hello @Yi Ma
You can use the “newrb” function instead of the “newrbe” function to modify the radial basis function and adjust the number of neurons in the hidden layer.
I have attached a code snippet to help you understand the “newrb” function better.
% Example data
P = [0 1 2 3 4 5]; % Input data
T = [0.5 1.0 1.5 2.0 2.5 3.0]; % Target data
% Parameters for newrb
goal = 0.0; % Mean squared error goal
spread = 1.0; % Spread of the radial basis functions
max_neurons = 10; % Maximum number of neurons
display_freq = 1; % Display frequency (set to 0 to turn off)
% Create the RBF network
net = newrb(P, T, goal, spread, max_neurons, display_freq);
% View the network
view(net);
You can refer to the following MathWorks documentation to learn more about the “newrb” function.
I hope this will be helpful.
