• Mathematics, Computer Science, Engineering
  • Published in Defense + Commercial Sensing 1994
  • DOI:10.1117/12.171194

Pulse-coupled neural networks

@inproceedings{Johnson1994PulsecoupledNN,
  title={Pulse-coupled neural networks},
  author={John L. Johnson},
  booktitle={Defense + Commercial Sensing},
  year={1994}
}
A pulse-coupled neural network is shown to contain invariant spatial information in the phase structure of the output pulse trains. Two time scales are identified. On the fast time scale the linking produces dynamic, periodic, fringe-like traveling waves. The slow time scale is set by the pulse generator, and on that scale the image is segmented into multi-neuron time-synchronous groups. These groups, by the same linking mechanism, can form periodic pulse structures whose relative phases encode… CONTINUE READING

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