. Novel Neural Network Scheme Composed of Prediction and Correlations

被引:0
|
作者
Takizawa, Yumi [1 ]
Fukasawa, Atsushi [2 ]
机构
[1] Inst Stat Math, Minato Ku, 4-6-7 Minami Azabu, Tokyo 1068569, Japan
[2] Res Org Informat & Syst, Minato Ku, Tokyo 1068569, Japan
关键词
neuron network; time-space data processing; prediction; identification of source location;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper describes novel neural network scheme to minimize errors of prediction between observation and estimation. This scheme is discriminated from the conventional principle of learning methods. The proposed scheme is applied for the problem of time-space analysis of multiple sound source locations. The number of source are assumed 8 sound in a frame of 5 (s), and space size of sensors are 1 (km) squared. The proposed scheme is proved with well coincidence of locations between correct and estimated positions.
引用
收藏
页码:611 / +
页数:2
相关论文
共 50 条
  • [1] A NOVEL WIND POWER PREDICTION SCHEME BY COUPLING THE BP NEURAL NETWORK MODEL WITH THE FIREWORKS ALGORITHM
    Li Y.
    Su Y.
    Xia L.
    Li Y.
    Xiang H.
    Liao Q.
    Scalable Computing, 2024, 25 (04): : 3114 - 3125
  • [2] Learning Unknown from Correlations: Graph Neural Network for Inter-novel-protein Interaction Prediction
    Lv, Guofeng
    Hu, Zhiqiang
    Bi, Yanguang
    Zhang, Shaoting
    PROCEEDINGS OF THE THIRTIETH INTERNATIONAL JOINT CONFERENCE ON ARTIFICIAL INTELLIGENCE, IJCAI 2021, 2021, : 3677 - 3683
  • [3] A novel neural network for the prediction of process variables
    赵晓光
    陈丙珍
    何小荣
    Science China Mathematics, 1995, (03) : 355 - 367
  • [4] Novel neural network architecture for energy prediction
    Kim, Hae Jin
    Depoian, Arthur C., II
    Bailey, Colleen P.
    Guturu, Parthasarathy
    BIG DATA IV: LEARNING, ANALYTICS, AND APPLICATIONS, 2022, 12097
  • [5] Novel watermarking scheme based on RBF neural network
    Huang, Song
    Yang, Xiaofan
    Zhang, Wei
    Xu, Guangxia
    Journal of Information and Computational Science, 2008, 5 (03): : 1119 - 1126
  • [6] A NOVEL IMAGE ANNOTATION SCHEME BASED ON NEURAL NETWORK
    Zhao, Yufeng
    Zhao, Yao
    Zhu, Zhenfeng
    Pan, Jeng-Shyang
    ISDA 2008: EIGHTH INTERNATIONAL CONFERENCE ON INTELLIGENT SYSTEMS DESIGN AND APPLICATIONS, VOL 3, PROCEEDINGS, 2008, : 644 - +
  • [7] A Neural Network Based Spectrum Prediction Scheme for Cognitive Radio
    Tumuluru, Vamsi Krishna
    Wang, Ping
    Niyato, Dusit
    2010 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS - ICC 2010, 2010,
  • [8] A Scheme of Privacy-Preserving Convolutional Neural Network Prediction
    Ren Y.-L.
    Yu L.-Z.
    He G.
    Zhang X.-P.
    Guo Z.
    Jisuanji Xuebao/Chinese Journal of Computers, 2023, 46 (08): : 1606 - 1619
  • [9] Optimized Neural Network for Spectrum Prediction Scheme in Cognitive Radio
    P. Supraja
    S. Jayashri
    Wireless Personal Communications, 2017, 94 : 2597 - 2611
  • [10] Optimized Neural Network for Spectrum Prediction Scheme in Cognitive Radio
    Supraja, P.
    Jayashri, S.
    WIRELESS PERSONAL COMMUNICATIONS, 2017, 94 (04) : 2597 - 2611