Hardware Acceleration of Sparse Oblique Decision Trees for Edge Computing

This paper presents a hardware accelerator for sparse decision trees intended for FPGA applications. To the best of authors’ knowledge, this is the first accelerator of this type. Beside the hardware accelerator itself, a novel algorithm for induction of sparse decision trees is also presented. Spar...

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Bibliographic Details
Main Authors: Predrag Teodorovic, Rastislav Struharik
Format: Article
Language:English
Published: Kaunas University of Technology 2019-10-01
Series:Elektronika ir Elektrotechnika
Subjects:
Online Access:http://eejournal.ktu.lt/index.php/elt/article/view/24351