DSP Based Acceleration for Long Short-Term Memory Model Based Word Prediction Application

被引：2
|
作者：
Zhu, Keqian [1 ]
Jiang, Jingfei [1 ]
机构：
[1] Natl Univ Def Technol, Natl Lab Parallel & Distributed Proc, Changsha 410000, Hunan, Peoples R China
来源：
2017 10TH INTERNATIONAL CONFERENCE ON INTELLIGENT COMPUTATION TECHNOLOGY AND AUTOMATION (ICICTA 2017) | 2017年
关键词：
Deep Learning; Embedded Artificial Intelligence; Multi-core DSP; Long Short-Term Memory Model Acceleration;
D O I：
10.1109/ICICTA.2017.28
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
引用
收藏
页码：93 / 99
页数：7
相关论文
共 50 条
  • [41] Short-term energy consumption prediction model of public buildings based on short-term memory network
    Zhu, Guo-Qing
    Liu, Xian-Cheng
    Tian, Cong-Xiang
    Jilin Daxue Xuebao (Gongxueban)/Journal of Jilin University (Engineering and Technology Edition), 2024, 54 (07): : 2009 - 2014
  • [42] A Hybrid Short-Term Traffic Flow Multistep Prediction Method Based on Variational Mode Decomposition and Long Short-Term Memory Model
    Bing, Qichun
    Shen, Fuxin
    Chen, Xiufeng
    Zhang, Weijian
    Hu, Yanran
    Qu, Dayi
    DISCRETE DYNAMICS IN NATURE AND SOCIETY, 2021, 2021
  • [43] Enhanced Long Short-Term Memory Model for Runoff Prediction
    Feng, Rui
    Fan, Guangwei
    Lin, Jianyi
    Yao, Baozhen
    Guo, Qinghai
    JOURNAL OF HYDROLOGIC ENGINEERING, 2021, 26 (02)
  • [44] Intelligent forecast engine for short-term wind speed prediction based on stacked long short-term memory
    Shahid, Farah
    Zameer, Aneela
    Iqbal, Muhammad Javaid
    NEURAL COMPUTING & APPLICATIONS, 2021, 33 (20): : 13767 - 13783
  • [45] Intelligent forecast engine for short-term wind speed prediction based on stacked long short-term memory
    Farah Shahid
    Aneela Zameer
    Muhammad Javaid Iqbal
    Neural Computing and Applications, 2021, 33 : 13767 - 13783
  • [46] A forecast model of short-term wind speed based on the attention mechanism and long short-term memory
    Xing, Wang
    Qi-liang, Wu
    Gui-rong, Tan
    Dai-li, Qian
    Ke, Zhou
    MULTIMEDIA TOOLS AND APPLICATIONS, 2023, 83 (15) : 45603 - 45623
  • [47] A forecast model of short-term wind speed based on the attention mechanism and long short-term memory
    Wang Xing
    Wu Qi-liang
    Tan Gui-rong
    Qian Dai-li
    Zhou Ke
    Multimedia Tools and Applications, 2024, 83 : 45603 - 45623
  • [48] Credit Risk Assessment Based on Long Short-Term Memory Model
    Zhang, Yishen
    Wang, Dong
    Chen, Yuehui
    Shang, Huijie
    Tian, Qi
    INTELLIGENT COMPUTING THEORIES AND APPLICATION, ICIC 2017, PT II, 2017, 10362 : 700 - 712
  • [49] Long short-term memory (LSTM)-based news classification model
    Liu, Chen
    PLOS ONE, 2024, 19 (05):
  • [50] A new long short-term memory based approach for soil moisture prediction
    Kone, Bamory Ahmed Toru
    Grati, Rima
    Bouaziz, Bassem
    Boukadi, Khouloud
    JOURNAL OF AMBIENT INTELLIGENCE AND SMART ENVIRONMENTS, 2023, 15 (03) : 255 - 268
12345