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A new hyperspherical classifier that performs reliable classification is presented. The new classifier was inspired by the RCE network. The present classifier has two important features; (1) cells in the last layer of the two-layered architecture have two thresholds, and (2) weight vectors are modified according to training patterns. The two thresholds produce double hyperspheres in the pattern...
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