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
来源：
PROCEEDINGS OF THE 33RD SOUTHEASTERN SYMPOSIUM ON SYSTEM THEORY | 2001年
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
  • [1] Entropy-based self-organized ANN design using virtex FPGA
    Starzyk, J
    Guo, YT
    [J]. ERSA 2001: PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON ENGINEERING OF RECONFIGURABLE SYSTEMS AND ALGORITHMS, 2001, : 103 - 106
  • [2] Entropy-based pruning for learning Bayesian networks using BIC
    de Campos, Cassio P.
    Scanagatta, Mauro
    Corani, Giorgio
    Zaffalon, Marco
    [J]. ARTIFICIAL INTELLIGENCE, 2018, 260 : 42 - 50
  • [3] Entropy-based learning of sensing matrices
    Parthasarathy, Gayatri
    Abhilash, G.
    [J]. IET SIGNAL PROCESSING, 2019, 13 (07) : 650 - 660
  • [4] Entropy-based transform learning algorithms
    Parthasarathy, Gayatri
    Abhilash, G.
    [J]. IET SIGNAL PROCESSING, 2018, 12 (04) : 439 - 446
  • [5] Graph Entropy-Based Learning Analytics
    Al-Zawqari, Ali
    Vandersteen, Gerd
    [J]. ARTIFICIAL INTELLIGENCE IN EDUCATION: POSTERS AND LATE BREAKING RESULTS, WORKSHOPS AND TUTORIALS, INDUSTRY AND INNOVATION TRACKS, PRACTITIONERS AND DOCTORAL CONSORTIUM, PT II, 2022, 13356 : 16 - 21
  • [6] An Entropy-Based Model for Hierarchical Learning
    Asadi, Amir R.
    [J]. JOURNAL OF MACHINE LEARNING RESEARCH, 2024, 25 : 1 - 45
  • [7] Data reduction for instance-based learning using entropy-based partitioning
    Son, SH
    Kim, JY
    [J]. COMPUTATIONAL SCIENCE AND ITS APPLICATIONS - ICCSA 2006, PT 3, 2006, 3982 : 590 - 599
  • [8] Segmentation of Hungarian folk songs using an entropy-based learning system
    Juhász, Z
    [J]. JOURNAL OF NEW MUSIC RESEARCH, 2004, 33 (01) : 5 - 15
  • [9] Learning Sparse Codes with Entropy-Based ELBOs
    Velychko, Dmytro
    Damm, Simon
    Fischer, Asja
    Luecke, Joerg
    [J]. INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND STATISTICS, VOL 238, 2024, 238
  • [10] Entropy-based closure for probabilistic learning on manifolds
    Soize, C.
    Ghanem, R.
    Safta, C.
    Huan, X.
    Vane, Z. P.
    Oefelein, J.
    Lacaze, G.
    Najm, H. N.
    Tang, Q.
    Chen, X.
    [J]. JOURNAL OF COMPUTATIONAL PHYSICS, 2019, 388 : 518 - 533
12345