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Perceptive system including a neural network

  • US 5,835,901 A
  • Filed: 07/30/1997
  • Issued: 11/10/1998
  • Est. Priority Date: 01/25/1994
  • Status: Expired due to Fees
First Claim
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1. A neural network, comprising:

  • input means for receiving an input feature vector;

    a first layer, coupled to said input means, comprising;

    a first declared node, including;

    a first feature vector; and

    a first hypervolume defined by said first feature vector and a first reject radius;

    a second declared node, including;

    a second feature vector; and

    a second hypervolume defined by said second feature vector and a second reject radius, wherein a portion of said second hypervolume overlaps a portion of said first hypervolume, thereby defining an overlapping region; and

    first means for clustering said input feature vector alternatively to only one of said first declared node and said second declared node if said input feature vector lies within said overlapping region.

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