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eess.SY2017
Stochastic Stability in Max-Product and Max-Plus Systems with Markovian Jumps
Ioannis Kordonis, Petros Maragos, George P. Papavassilopoulos
We study Max-Product and Max-Plus Systems with Markovian Jumps and focus on stochastic stability problems. At first, a Lyapunov function is derived for the asymptotically stable de…
eess.SY2016
Hard Threshold Least Mean Squares Algorithm
Lampros Flokas, Petros Maragos
This work presents a new variation of the commonly used Least Mean Squares Algorithm (LMS) for the identification of sparse signals with an a-priori known sparsity using a hard thr…
eess.SY2016★ 20 cited
Dynamical Systems On Weighted Lattices: General Theory
Petros Maragos
In this work a theory is developed for unifying large classes of nonlinear discrete-time dynamical systems obeying a superposition of a weighted maximum or minimum type. The state…