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An FPGA-based pattern classifier using data compression

Published • Nov 1, 2010
NobleIDNI8P50W46R12S02
Authors:
Joel Ratsaby
,
Denis Zavielov

Abstract

We implement a text-classification engine on a single FPGA chip running on a 50 Mhz clock. It is based on arithmetic coding data compression. The text classifier is based on the non-parametric nearest-neighbor algorithm. It computes a compression-based distance between two text files. We have devise...

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