Entropy-Based Choice of a Neural Network Drive Model
João Martins, Paulo Santos, A. J. Pires, Luiz Eduardo Borges da Silva, R. Vilela Mendes · IEEE Transactions on Industrial Electronics · 2007
The design of a neural network requires, among other things, a proper choice of input variables, avoiding over fitting and an unnecessarily complex input vector. This may be achieved by trying to reduce the arbitrariness in the choice of the input layer.