Concepedia

Dynamical stability analysis of multiple equilibrium points in time-varying delayed recurrent neural networks with discontinuous activation functions

Yujiao Huang, Huaguang Zhang

Neurocomputing · 2012 · 67 citations · 37 references

Concepts

Natural SciencesMathematicsComplex SystemsDynamical SystemsSystem DynamicsControl TheoryNetwork StabilityNeural NetworksStabilityStability TheoryTime Delay EffectsActivation FunctionsDelay-dependent StabilityDelay-dependent Stability AnalysisDelay-induced Stability AnalysisDynamical Systems StabilityEquilibrium Point AnalysisNeural Networks With DelayRecurrent Neural Networks

References

37

Differential equations with discontinuous right hand sides

Mathematics and Computers in Simulation · 1989 · 5K citations

Natural Sciences, Mathematics, Differential Equations +10

Global convergence of neural networks with discontinuous neuron activations

Mauro Forti, Paolo Nistri · IEEE Transactions on Circuits and Systems I Fundamental Theory and Applications · 2003 · 452 citations

Natural Sciences, Mathematics, Computer Networks +16

Novel Weighting-Delay-Based Stability Criteria for Recurrent Neural Networks With Time-Varying Delay

Huaguang Zhang, Zhenwei Liu, Guang-Bin Huang · IEEE Transactions on Neural Networks · 2009 · 398 citations

Engineering, Computer Engineering, Neural Circuitry +16

Associative memory with nonmonotone dynamics

Masahiko Morita · Neural Networks · 1993 · 371 citations

Social Sciences, Behavioral Sciences, Dynamical Systems +8

Global Exponential Stability and Global Convergence in Finite Time of Delayed Neural Networks With Infinite Gain

Mauro Forti, Paolo Nistri, Duccio Papini · IEEE Transactions on Neural Networks · 2005 · 342 citations · Full text

Natural Sciences, Mathematics, Differential Equations +16