Is the neural network generated by fitnet function fully conected?

Question

Ramiro Falcon Novoa 2020-8-24

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评论： Ramiro Falcon Novoa 2020-8-31

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:

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Answer 1

Shubham Rawat 2020-8-27

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编辑：Shubham Rawat 2020-8-27

在 MATLAB Online 中打开

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