Hopfield network

Known as: Hopfield neural network, Hopfield nets, Hopfield model 
A Hopfield network is a form of recurrent artificial neural network popularized by John Hopfield in 1982, but described earlier by Little in 1974… (More)
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Highly Cited
2005
Highly Cited
2005
In this paper, the asymptotic stability analysis problem is considered for a class of uncertain stochastic neural networks with… (More)
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Highly Cited
2004
Highly Cited
2004
In the paper, we study dynamical behaviors of Hopfield neural networks system with distributed delays. Some new criteria ensuring… (More)
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Highly Cited
2001
Highly Cited
2001
Fuzzy classification techniques have been developed recently to estimate the class composition of image pixels, but their output… (More)
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Highly Cited
2001
Highly Cited
2001
In this paper, we discuss delayed Hopfield neural networks, investigating their global exponential stability. Sufficient… (More)
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Highly Cited
2000
Highly Cited
2000
In this paper, without assuming the boundedness, monotonicity and differentiability of the activation functions, we present new… (More)
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Highly Cited
1998
Highly Cited
1998
Two different approaches are employed to investigate the global attractivity of delayed Hopfield neural network models. Without… (More)
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Highly Cited
1998
Highly Cited
1998
The conventional Hopfield neural network with time delay is intervalized to consider the bounded effect of deviation of network… (More)
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Highly Cited
1997
Highly Cited
1997
An object recognition approach based on concurrent coarse-and-fine matching using a multilayer Hopfield neural network is… (More)
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Highly Cited
1997
Highly Cited
1997
The authors present a new approach for detection of brain tumor boundaries in medical images using a Hopfield neural network. The… (More)
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Highly Cited
1992
Highly Cited
1992
A modified Hopfield neural network model for regularized image restoration is presented. The proposed network allows negative… (More)
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