Universal CNN cells
A cellular neural/nonlinear network (CNN)[Chua, 1998] is a biologically inspired system
where computation emerges from a collection of simple nonlinear locally coupled cells. This …
where computation emerges from a collection of simple nonlinear locally coupled cells. This …
Stability of piecewise linear systems revisited
Z Sun - Annual Reviews in Control, 2010 - Elsevier
Piecewise linear systems are important in representing and approximating many practical
systems with complex dynamics. While stability analysis of switched linear systems are …
systems with complex dynamics. While stability analysis of switched linear systems are …
Tropical geometry and machine learning
P Maragos, V Charisopoulos… - Proceedings of the …, 2021 - ieeexplore.ieee.org
Tropical geometry is a relatively recent field in mathematics and computer science,
combining elements of algebraic geometry and polyhedral geometry. The scalar arithmetic …
combining elements of algebraic geometry and polyhedral geometry. The scalar arithmetic …
High-level canonical piecewise linear representation using a simplicial partition
P Julian, A Desages… - IEEE Transactions on …, 1999 - ieeexplore.ieee.org
In this work, we propose a set of high-level canonical piecewise linear (HL-CPWL) functions
to form a representation basis for the set of piecewise linear functions f: D/spl rarr/R/sup …
to form a representation basis for the set of piecewise linear functions f: D/spl rarr/R/sup …
[图书][B] Piecewise linear modeling and analysis
D Leenaerts, WMG Van Bokhoven - 2013 - books.google.com
Piecewise Linear (PL) approximation of non-linear behaviour is a well-known technique in
synthesis and analysis of electrical networks. However, the PL description should be …
synthesis and analysis of electrical networks. However, the PL description should be …
[图书][B] The Circuits and Filters Handbook (Five Volume Slipcase Set)
WK Chen - 2018 - taylorfrancis.com
Standard-setting, groundbreaking, authoritative, comprehensive—these often overused
words perfectly describe The Circuits and Filters Handbook, Third Edition. This standard …
words perfectly describe The Circuits and Filters Handbook, Third Edition. This standard …
Finite‐time l2− l∞ filtering for persistent dwell‐time switched piecewise‐affine systems against deception attacks
Z Mei, T Fang, H Shen - Applied Mathematics and Computation, 2022 - Elsevier
In this paper, the finite-time l 2− l∞ filtering problem is investigated for discrete-time switched
piecewise-affine systems against deception attacks, where switching signals are subject to …
piecewise-affine systems against deception attacks, where switching signals are subject to …
[图书][B] Local and piecewise affine approaches to system identification
J Roll - 2003 - rt.isy.liu.se
Identification of nonlinear systems is a multifaceted research area, with many diverse
approaches and methods. This thesis considers two different approaches:(nonparametric) …
approaches and methods. This thesis considers two different approaches:(nonparametric) …
On the dynamic analysis of piecewise-linear networks
W Heemels, MK Camlibel… - IEEE Transactions on …, 2002 - ieeexplore.ieee.org
Piecewise-linear (PL) modeling is often used to approximate the behavior of nonlinear
circuits. One of the possible PL modeling methodologies is based on the linear …
circuits. One of the possible PL modeling methodologies is based on the linear …
Switched networks and complementarity
MK Camlibel, W Heemels… - … on Circuits and …, 2003 - ieeexplore.ieee.org
A modeling framework is proposed for circuits that are subject both to externally induced
switches (time events) and to state events. The framework applies to switched networks with …
switches (time events) and to state events. The framework applies to switched networks with …