could anyone help me how to manually create the structured arrays

I want to create the strucured array automatically as

1x1SequenceInputLayer

1x1FullyConnected Layer.

Could anyone please help me with this.

Answer 1

[Walter Roberson]

inputSize = randi(20);
outputSize = randi(20);

S = struct('SequenceInputLayer', {SequenceInputLayer(inputSize)}, ...
           'FullyConnectedLayer', {FullyConnectedLayer(outputSize)});

... or are you asking for a way to bypass calling SequenceInputLayer() and FullyConnectedLayer() for some reason?

[jaah navi]

I want to call FullyConnectedLayer to perform sine activation function.

Could you please help me on this.

[Walter Roberson]

No, that is not an option for that layer.

Calling FullyConnectedLayer just sets up a data structure and does not do any training or adjustments itself.

[jaah navi]

ok. But could you help me how to do sine activation function as for relu i can use relu layer, in the similar manner how i can perform sine activation function.

[Walter Roberson]

Theoretical information about sine activation functions: https://stats.stackexchange.com/questions/402618/can-sinx-be-used-as-activation-in-deep-learning

You can define a custom activation function; see https://www.mathworks.com/help/deeplearning/ug/define-custom-deep-learning-layer.html