Adaptive pattern recognition and neural networks
Adaptive pattern recognition and neural networks
Artificial neural systems: foundations, paradigms, applications, and implementations
Artificial neural systems: foundations, paradigms, applications, and implementations
Neural Networks: A Comprehensive Foundation
Neural Networks: A Comprehensive Foundation
Experiments in Artificial Neural Networks
Experiments in Artificial Neural Networks
Principles of Neurocomputing for Science and Engineering
Principles of Neurocomputing for Science and Engineering
Artificial Intelligence
Object recognition using multilayer Hopfield neural network
IEEE Transactions on Image Processing
Improvement on performance of modified Hopfield neural network for image restoration
IEEE Transactions on Image Processing
Another K-winners-take-all analog neural network
IEEE Transactions on Neural Networks
The hysteretic Hopfield neural network
IEEE Transactions on Neural Networks
Neural design procedure for an ATTR system based on video imagery usage
WSEAS Transactions on Circuits and Systems
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In this work we survey the Hopfield neural network, introduction of which rekindled interest in the neural networks through the work of Hopfield and others. Hopfield net has many interesting features, applications, and implementations and it comes in two flavors, digital and analog. A brief review of the model oriented towards pattern recognition is also considered. Some interesting variations of the network or neuron model are noted which are being considered by researchers may lead to better performance or overcome problems such as capacity of the network.