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Can I Implement a Point-wise Operation via convolution3dLayer?

Asked by Theron FARRELL on 5 Jun 2019
Latest activity Edited by Theron FARRELL on 5 Jun 2019
Hi there,
Because there is no point-wise convolution layer in MATLAB, is that correct if I implement it by
% Suppose that there are n channels in the input, that is, n 2D arrays in the input
filterSize = [1, 1, n];
numFilters = 1;
Padding = 'same';
layer = convolution3dLayer(filterSize, numFilters, PaddingMode, 'same');
That is, I conduct 1 convolution along the thrid dimension of the input only.
An associated question, when I run
layer = convolution3dLayer(filterSize, numFilters, 'PaddingSize', [0, 0, 0; 0, 0, 0])
as per the doc
捕获.JPGMATLAB tells me the following:
Error using convolution3dLayer>iParseInputArguments
(line 153)
'PaddingSize' is not a recognized parameter. For a
list of valid name-value pair arguments, see the
documentation for this function.
Error in convolution3dLayer (line 124)
args = iParseInputArguments(varargin{:});
Instead, I have to run
layer = convolution3dLayer(filterSize, numFilters, 'Padding', [0, 0, 0; 0, 0, 0])
I am wondering if that is because the doc has not been updated in time...
Thanks.

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R2019a

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