Figure 1
From: Neural network interpolation of exchange-correlation functional

Topology of the developed neural network. Two hidden layers are used, with 1000 and 500 neurons, respectively. A base 10 logarithm is applied to the input data (electron density). This helps to scale the input data to the range that the neural network is most sensitive to.