Dedicated Shapelet Distance Engine for Time-Series Classification

被引：0
|
作者：
Costa, Victor Oliveira [1 ]
de Araujo Gewehr, Carlos Gabriel [1 ]
Vicenzi, Julio Costella [1 ]
Carara, Everton Alceu [1 ]
de Oliveira, Leonardo Londero [1 ]
机构：
[1] Fed Univ Santa Maria UFSM, BR-97105900 Santa Maria, RS, Brazil
来源：
IEEE DESIGN & TEST | 2022年 / 39卷 / 02期
关键词：
Time series analysis; Hardware acceleration; Euclidean distance; Parallel processing; Ports (computers); Time complexity; time-series classification; shapelets; hardware accelerator;
D O I：
10.1109/MDAT.2021.3102884
中图分类号：
TP3 [计算技术、计算机技术];
学科分类号：
0812 ;
摘要：
This article proposes a parameterizable parallel hardware accelerator for addressing the drastic computing requirements of current shapelet-based methods.
引用
收藏
页码：7 / 14
页数：8
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