How to add a dense layer to a neural network?

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LinkTo 2022-9-2

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https://ww2.mathworks.cn/matlabcentral/answers/1793565-how-to-add-a-dense-layer-to-a-neural-network

回答： Sivylla Paraskevopoulou 2022-9-6

采纳的回答： Sivylla Paraskevopoulou

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Hello,

I am trying to build a neural network but I can't figure out how to add a dense layer in MATLAB.

The python equivalent of the code that I want to implement in MATLAB is the following:

model.add(Dense(20, activation='relu',
    activity_regularizer=tf.keras.regularizers.l1(0.00001)))

Any help is appreciated. Thanks.

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Answer 1

Sivylla Paraskevopoulou 2022-9-6

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https://ww2.mathworks.cn/matlabcentral/answers/1793565-how-to-add-a-dense-layer-to-a-neural-network#answer_1043885

I think you want to use a fullyConnectedLayer. You can set the properties of the fullyconnectedLayer object. I also think you will find useful the examples in the fullyConnectedLayer documentation page and this example: Create Simple Image Classification Network.