Multichannel Pattern Recognition Neural Network

  title={Multichannel Pattern Recognition Neural Network},
  author={Manuel Fern{\'a}ndez Delgado and Jes{\'u}s Mar{\'i}a Rodr{\'i}guez Presedo and Sen{\'e}n Barro},
The present work describes an improved version of MART (Multichannel ART), a neural network aimed at the adaptive recognition of multichannel patterns. As is habitual in ART networks, MART is directed at problems that require unsupervised learning, but it has a greater level of adaptability to the characteristics of the input patterns, selectively evaluating the different signal channels on which it operates and the classes learnt, modulating the discrimination capacity, and dynamically… CONTINUE READING

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