What is the best Neural Network Model for Temporal Data?
Recurrent Neural Network
Multi Layer Perceptions
Temporal Neural Networks
Convolution Neural Networks
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multilayer perceptrons
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The choice of the best neural network model depends on the nature of the Temporal Data. Recurrent Neural Network or its variants can be used.
Recurrent Neural Networks are known to be robust and powerful neural network systems but are relatively old.
In a Recurrent Neural Network, the information cycles through a chain. During decision making, it takes into account the current input and also the inputs that it received previously.
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