Adaptive classifier having multiple subnetworks

Details Adaptive classifier having multiple subnetworks Adaptive classifier having multiple subnetworks

1996-07-19

1997-12-23

Hafiz, Tariq R.

395 24, 395 21, G06F 1518

Patent

active

057013985

ABSTRACT:
A neural network including a plurality of sub-nets stored in a memory array and a method of operation. Each of the sub-nets includes a corresponding plurality of weights and is individually operable to classify an input vector. A computation unit, including a distance calculation unit and a math unit, is responsive to an input vector comprising input training features for determining a distance between the weights of each sub-net to each of the input features of the input vector and for determining whether the distance is within a particular region of influence. Also described is a parallel process for training the sub-nets.

REFERENCES:
patent: 5276771 (1994-01-01), Manukian et al.
IBM Microelectronics, ZISC.RTM., Zero Instruction Set Computer, Preliminary Information , Apr. 1994, pp. 31-39 .

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