You shouldn't use sigmoid in the hidden layers, since sigmoid should be used only in the output layer. You should use tanh, and only some hidden layers +-2, and not all of that! About the inputs of a NN, is recomended to use a value between 0 and 1, actualy 0 and 1, so, your decimal values are not wrong!