My input dataset is 13×778162 large. I tried to create RBF network by newrb, but I got error: Error using zeros Requested 778162×778162 (4511.6GB) array exceeds maximum array size preference. My RBF network:
eg = 0.1; % sum-squared error goal
sc = 0.2; % spread constant
mn = 10; % maximum number of neurons
df = 1; % number of neurons to add between displays
net = newrb(input,target,eg,sc,mn);
Using all 778162 neurons is too much, I understand. But I use function newrb, so I thought, that I can set maximum number of neurons by parametr mn, which is set to 10 neurons, but matlab still uses too much space.
Best Answer