Quaternionic spinor MLP

نویسندگان

  • Sven Buchholz
  • Gerald Sommer
چکیده

This paper introduces a no vel quaternion{valued MLP{ type net w ork called the Quaternionic Spinor MLP (QSMLP). In con trast to another recently proposed Quaternionic MLP it uses spinors in its propagation function. This allows very eÆciently the processing of 3D vector data, whic his demonstrated by experiments. The QSMLP is pro ven to be a universal approximator and a learning algorithm for it is deriv ed.

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تاریخ انتشار 2000