Before revision:  These classes of solutions differ in the geometrical arrangement of the readout with respect to the input vectors, defined in the high-dimensional space spanned by the network population.
After revision:  Different classes are characterized in terms of the geometrical arrangement of the readout with respect to the input vectors, defined in the high-dimensional space spanned by the network population.