LMI-based criteria for stability of high-order neural networks with time-varying delay

Neurons with graded response have collective computational properties like those of two-state neurons.

J. J. Hopfield · Proceedings of the National Academy of Sciences · 1984 · 7K citations · Full text

Life Sciences, Biology, Neuroscience +15

Absolute stability of global pattern formation and parallel memory storage by competitive neural networks

Michael A. Cohen, Stephen Grossberg · IEEE Transactions on Systems Man and Cybernetics · 1983 · 2.5K citations

Natural Sciences, Mathematics, Competitive Dynamics +16

The capacity of the Hopfield associative memory

Robert J. McEliece, Edward C. Posner, E. R. Rodemich et al. · IEEE Transactions on Information Theory · 1987 · 908 citations

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High-order neural network structures for identification of dynamical systems

Elias B. Kosmatopoulos, Marios M. Polycarpou, M.A. Christodoulou et al. · IEEE Transactions on Neural Networks · 1995 · 798 citations

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Global asymptotic stability of a general class of recurrent neural networks with time-varying delays

Jun Wang · IEEE Transactions on Circuits and Systems I Fundamental Theory and Applications · 2003 · 555 citations

Natural Sciences, Mathematics, Complex Systems +16