An entropy-based learning hardware organization using FPGA

被引:1
|
作者
Starzyk, J [1 ]
Guo, YT [1 ]
机构
[1] Ohio Univ, Sch Elect Engn & Comp Sci, Athens, OH 45701 USA
关键词
D O I
10.1109/SSST.2001.918519
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper, a neural network model with entropy-based evaluator called EBE is proposed. An FPGA based design that implements the EBE model is presented. The PCI bus interface including DMA transfer is embedded into the design. 8-bit test data is fed into the design to verify the correctness of the algorithm and its FPGA implementation.
引用
收藏
页码:209 / 213
页数:5
相关论文
共 50 条
  • [31] Entropy-based matrix learning machine for imbalanced data sets
    Zhu, Changming
    Wang, Zhe
    [J]. PATTERN RECOGNITION LETTERS, 2017, 88 : 72 - 80
  • [32] Entropy-Based Prioritized Sampling in Deep Q-Learning
    Ramicic, Mirza
    Bonarini, Andrea
    [J]. 2017 2ND INTERNATIONAL CONFERENCE ON IMAGE, VISION AND COMPUTING (ICIVC 2017), 2017, : 1068 - 1072
  • [33] An entropy-based adaptive genetic algorithm for learning classification rules
    Yang, LY
    Widyantoro, DH
    Ioerger, T
    Yen, J
    [J]. PROCEEDINGS OF THE 2001 CONGRESS ON EVOLUTIONARY COMPUTATION, VOLS 1 AND 2, 2001, : 790 - 796
  • [34] Entropy-based unsupervised anomaly detection pattern learning algorithm
    Yang, Ying-Jie
    Ma, Fan-Yuan
    [J]. Journal of Harbin Institute of Technology (New Series), 2005, 12 (01) : 81 - 85
  • [35] Machine Learning Enhanced Entropy-Based Network Anomaly Detection
    Timcenko, Valentina
    Gajin, Slavko
    [J]. ADVANCES IN ELECTRICAL AND COMPUTER ENGINEERING, 2021, 21 (04) : 51 - 60
  • [36] Entropy-based active learning SVM for arts multiclass evaluation
    Hebei Normal University of Science & Technology, Qinhuangdao, China
    不详
    [J]. J. Comput. Inf. Syst., 12 (4517-4522):
  • [37] Entropy-Based Incremental Variational Bayes Learning of Gaussian Mixtures
    Penalver, Antonio
    Escolano, Francisco
    [J]. IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2012, 23 (03) : 534 - 540
  • [38] A discriminant kernel entropy-based framework for feature representation learning
    Gao, Lei
    Qi, Lin
    Guan, Ling
    [J]. JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION, 2021, 81
  • [39] Entropy-based hybrid sampling ensemble learning for imbalanced data
    Dongdong, Li
    Ziqiu, Chi
    Bolu, Wang
    Zhe, Wang
    Hai, Yang
    Wenli, Du
    [J]. INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS, 2021, 36 (07) : 3039 - 3067
  • [40] An entropy-based unsupervised anomaly detection pattern learning algorithm
    杨英杰
    马范援
    [J]. Journal of Harbin Institute of Technology(New series), 2005, (01) : 81 - 85