Is the neural network generated by fitnet function fully conected?

Hi all,

I am using the 'fitnet' function to generate a 2 layers neural network for fitting applications (3 neurons the 1st layer and 2 neurons the 2nd layer).

So my question is:

Are all the neurons of the 1st layer connected to all the neurons of the 2nd layer? In other words, is this neural network fully connected?

Code:

net = fitnet([3,2]);

view(net)

Neural network generated:

Answer 1

[Shubham Rawat]

Hi Ramiro,

Yes, the neurons of first layer are connected with the second layers. You may run this command to check the weight matrices of weights going to layers from other layers.

net.LW

You may also refer to the different object properties of Neural Networks :

https://www.mathworks.com/help/deeplearning/ug/neural-network-object-properties.html

[Ramiro Falcon Novoa]

@Shubham Rawat

Thank you very much.

These is exactly the information I wass missing.