Abstract: A unified theory of quadratic and piecewise-linear Lyapunov functions for continuous and discrete-time linear systems is presented. The key to this work is the description of these Lyapunov ...

If the singular vectors are transformed to follow Euclidean geometry, SVD can be used for pooling to maintain the feature information well, which is called singular vector pooling (SVP). Since SVP can ...