Combining Fully connected layer from a CNN and fully connected layer from Gender/age information

Hello,

I have a problem where I use a CNN to extract features from signals, but I would like also to incorporate gender/age information.

I found over the literature that they can use an additional fully connected layer, say of 10 nodes, for gender/age and then concatenate it with the fully connected layer of the CNN.

How can I perform this in MATLAB? I have attached an image for your reference.

[Mohanad Alkhodari]

Something like this example overhere:

https://www.mathworks.com/help/deeplearning/ref/nnet.cnn.layer.featureinputlayer.html

But I have no idea how to use this.

Answer 1

[Mohanad Alkhodari]

anyone?