Concepedia

Multistability of switched neural networks with sigmoidal activation functions under state-dependent switching

Zhenyuan Guo, Shiqin Ou, Jun Wang

Neural Networks · 2019 · 70 citations · 52 references

Concepts

ComputingComputer ScienceMathematicsArtificial IntelligenceDynamical SystemsMachine LearningClosed-loop Neural SystemsNetwork DynamicsNetwork SwitchingNeural NetworksSpiking Neural NetworksSwitching TechniquesActivation FunctionsNeural Dynamical SystemsState-dependent Switching ModelsSwitched ControlSwitched SystemsSwitching BehaviorSwitching Systems

References

52

Basic problems in stability and design of switched systems

Daniel Liberzon, A. Stephen Morse · IEEE Control Systems · 1999 · 3.6K citations

Natural Sciences, Mathematics, Systems Engineering +17

Multiple Lyapunov functions and other analysis tools for switched and hybrid systems

Michael S. Branicky · IEEE Transactions on Automatic Control · 1998 · 3.3K citations

Natural Sciences, Mathematics, Systems Engineering +17

Stability analysis and control synthesis for switched systems: a switched Lyapunov function approach

Jamal Daafouz, Pierre Riedinger, Claude Iung · IEEE Transactions on Automatic Control · 2002 · 1.4K citations

Engineering, Mathematics, Systems Engineering +17

Synchronization of complex dynamical networks with switching topology: A switched system point of view

Jun Zhao, David J. Hill, Tao Liu · Automatica · 2009 · 315 citations

Engineering, Computer Science, Systems Engineering +14

Memristor-Based Cellular Nonlinear/Neural Network: Design, Analysis, and Applications

Shukai Duan, Xiaofang Hu, Zhekang Dong et al. · IEEE Transactions on Neural Networks and Learning Systems · 2014 · 309 citations

Engineering, Electrical Engineering, Microelectronics +15