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Advanced / Complex Neural Network (System) Design

In addition to basic forward networks, many books cover other basic network designs like CNN's and RNN's. However, they don't really go any further than that, explaining things like common approaches ...
Thorsten Schmitz's user avatar
5 votes
2 answers
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What kind of output should be used for predicting angles in DNNs?

I am building a model which predicts angles as output. What are the different kinds of outputs that can be used to predict angles? For example, output the angle in radians cyclic nature of the ...
Yashas's user avatar
  • 199
5 votes
1 answer
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How to constraint the output value of a neural network?

I am training a deep neural network. There is a constraint on the output value of the neural network (e.g. the output has to be between 0 and 180). I think some possible solutions are using sigmoid, ...
raemoii's user avatar
  • 51