How can I pass raw data as input to a convolutional neural network?
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Hi everyone,
I am trying to pass as input a numeric vector of data to a convolutional neural network. I know that it's possible to pass a numeric input to a convolutional network in Python but, do you know how can I do in Matlab?
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Sarah Mohamed
2017-9-13
If I understand correctly, you are interested in specifying an input layer for a CNN that accepts a numeric vector. This is indeed possible using the “imageInputLayer” function:
n = 1000 % n = length of the input signal
inputLayer = imageInputLayer([1 n]) % Input is a row vector of length n
% Valid type = single or double
You might find the following Answers post relevant to you – this user’s question involves constructing a CNN with a 1D input signal:
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