A biologically-inspired improved MAXNET

  • Authors:

  • O. Yadid-Pecht;M. Gur

  • Affiliations:

  • Dept. of Biomed. Eng., Technion-Israel Inst. of Technol., Haifa;-

  • Venue:
  • IEEE Transactions on Neural Networks
  • Year:
  • 1995

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Abstract

A biologically-inspired modification to MAXNET is proposed. Unlike the original net where the weights are constant, the weights in the new net are dynamically changed. Consequently, the modified net achieves a drastic improvement in convergence rate. A simple hardware implementation for the modified net is presented