A critical analysis on global convergence of Hopfield-type neural networks
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Publication:4590446
DOI10.1109/TCSI.2005.844366zbMath1374.82024MaRDI QIDQ4590446
Bo Zhang, Hong Qiao, Ji-Gen Peng, Zong Ben Xu
Publication date: 20 November 2017
Published in: IEEE Transactions on Circuits and Systems I: Regular Papers (Search for Journal in Brave)
Learning and adaptive systems in artificial intelligence (68T05) Stability of solutions to ordinary differential equations (34D20) Neural nets applied to problems in time-dependent statistical mechanics (82C32)
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Dynamic analysis of unstable Hopfield networks ⋮ Noise suppress or express exponential growth for hybrid Hopfield neural networks ⋮ Practical exponential stability of nonlinear nonautonomous differential equations under perturbations ⋮ Noise suppress exponential growth for hybrid Hopfield neural networks ⋮ Dynamics analysis for generic projection continuous-time RNNs with bounded matrices
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