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"A new connectionist semantic network that can perform a class of inheritance and recognition inference problems based on conceptual hierarchies extremely fast is presented. The computation time for inference tends not to increase with the size of conceptual hierarchies and to increase sublinearly with the input complexity. All of the inference problems are performed by transforming them into lower level processing: pattern recovery and pattern segmentation"