About fully connected layer output

About fullyconnected layer, Is Outputsize different Numoutputs ??

I think it is important when customizing

Multiple output regression

Answer 1

[Abhishek Gupta]

Hi,

As per my understanding, you would like to know the difference between 'outputSize' and 'NumOutputs' for a fully connected layer. The 'outputSize' specifies the number of neurons (or number of hidden units) in the layer, whereas 'NumOutputs' defines the layer's number of outputs. By default, fullyConnectedLayer has a single output.

Referring to the following documentation for more information: -

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