On the Power of Neural Networks for Solving Hard Problems

@article{Bruck1987OnTP,
  title={On the Power of Neural Networks for Solving Hard Problems},
  author={Jehoshua Bruck and Joseph W. Goodman},
  journal={J. Complexity},
  year={1987},
  volume={6},
  pages={129-135}
}
This paper deals with a neural network model in which each neuron performs a threshold logic function. An important property of the model is that it always converges to a stable state when operating in a serial mode [2,5]. This property is the basis of the potential applications of the model such as associative memory devices and combinatorial optimization [3,6]. One of the motivations for use of the model for solving hard combinatorial problems is the fact that it can be implemented by optical… CONTINUE READING

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