Before revision:   For the second class of networks,  we provide a procedure to identify transiently amplified inputs and the corresponding readouts for arbitrary connectivity matrices.
After revision:  Theses two classes are simply distinguished based on the spectrum of the symmetric part of the connectivity matrix. For the second class of networks, we provide a procedure to identify transiently amplified inputs and the corresponding readouts for arbitrary connectivity matrices.