A Nearest Neighbor Classifier Employing Critical Boundary Vectors for Efficient On-Chip Template Reduction

Abstract

Aiming at efficient data condensation and improving accuracy, this paper presents a hardware-friendly template reduction (TR) method for the nearest neighbor (NN) classifiers by introducing the concept of critical boundary vectors. A hardware system is also implemented to demonstrate the feasibility of using an field-programmable gate array (FPGA) to… (More)
DOI: 10.1109/TNNLS.2015.2437901

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