Hi, I am a beginner in neural networks. I have a data set of 7 inputs and 2 numerical and 1 2x2matrix as outputs. Can someone help me change the output dimension and design the output layer of the NN?. Can I vectorise the matrix and thereby have 8 total output neurons? Or is there a way to convert the 2x2 matrix to some value and thereby have total 3 output neurons?
Thanks in advance
The input is 7 numbers and the output 6 numbers, since a general 2 x 2 matrix of real numbers is represented by 4 numbers. The fact that, of these 6 numbers, 4 are part of a matrix doesn't enter at this stage. What does matter is what the associations are assumed to be between the inputs and the outputs. That's where the property that 4 of the outputs are elements of a matrix comes in. It means that there are certain linear transformations that are of relevance and these are the associations that should be represented by the netwok.
hie
can i know which software package you are using. if its RStudio i can help
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