One Shot Associative Memory Method for Distorted Pattern Recognition

@inproceedings{Khan2007OneSA,
  title={One Shot Associative Memory Method for Distorted Pattern Recognition},
  author={Asad I. Khan and Anang Hudaya Muhamad Amin},
  booktitle={Australian Conference on Artificial Intelligence},
  year={2007}
}
  • Asad I. Khan, Anang Hudaya Muhamad Amin
  • Published in
    Australian Conference on…
    2007
  • Computer Science
  • In this paper, we present a novel associative memory approach for pattern recognition termed as Distributed Hierarchical Graph Neuron (DHGN). DHGN is a scalable, distributed, and one-shot learning pattern recognition algorithm which uses graph representations for pattern matching without increasing the computation complexity of the algorithm. We have successfully tested this algorithm for character patterns with structural and random distortions. The pattern recognition process is completed in… CONTINUE READING

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