IEEE - Institute of Electrical and Electronics Engineers, Inc. - A Fast On-Chip SVM-Training System With Dual-Mode Configurable Pipelines and MSMO Scheduler

Author(s): Lichen Feng ; Zunchao Li ; Yuanfa Wang ; Chuang Wang
Sponsor(s): IEEE Circuits and Systems Society
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 November 2019
Volume: 66
Page(s): 4,230 - 4,241
ISSN (Electronic): 1558-0806
ISSN (Paper): 1549-8328
DOI: 10.1109/TCSI.2019.2929054
Regular:

On-chip training of support vector machine (SVM) is limited by its low speed and large resource cost. In this paper, a novel integrated circuit implementation of the modified sequential minimal... View More

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