HAMILTONIAN NEURAL NETWORK-BASED ORTHOGONAL FILTERS A Basis for Artificial Intelligence

被引:0
|
作者
Citko, Wieslaw [1 ]
Sienko, Wieslaw [1 ]
机构
[1] Gdynia Maritime Univ, Dept Elect Engn, Morska 81-86, PL-81225 Gdynia, Poland
来源
NCTA 2011: PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON NEURAL COMPUTATION THEORY AND APPLICATIONS | 2011年
关键词
Hamiltonian neural network; Machine learning; Artificial intelligence;
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
The purpose of the paper is to present how very large scale networks for learning can be designed by using Hamiltonian Neural Network-based orthogonal filters and in particular by using octonionic modules. We claim here that octonionic modules are basic building blocks to implement AI compatible processors.
引用
收藏
页码:124 / 127
页数:4
相关论文
共 50 条
  • [41] An artificial neural network-based model to predict chronic kidney disease in aged cats
    Biourge, Vincent
    Delmotte, Sebastien
    Feugier, Alexandre
    Bradley, Richard
    McAllister, Molly
    Elliott, Jonathan
    JOURNAL OF VETERINARY INTERNAL MEDICINE, 2020, 34 (05) : 1920 - 1931
  • [42] Artificial neural network-based clustering in Wireless sensor Networks to balance energy consumption
    Nayak, Padmalaya
    Trivedi, Veena
    Gupta, Surbhi
    Booba, Phaneendra Babu
    O.v, Soloveva
    Rozhdestvenskiy, Oleg Igorevich
    Joshi, Ankita
    COGENT ENGINEERING, 2024, 11 (01):
  • [43] Artificial Intelligence Image Recognition Method Based on Convolutional Neural Network Algorithm
    Tian, Youhui
    IEEE ACCESS, 2020, 8 : 125731 - 125744
  • [44] Performance appraisal of business administration based on artificial intelligence and convolutional neural network
    Gui, Xin
    JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2020, 39 (02) : 1817 - 1829
  • [45] Neural Network Based Identification of Terrorist Groups Using Explainable Artificial Intelligence
    Lamptey, Odartey
    Gegov, Alexander
    Ouelhadj, Djamila
    Hopgood, Adrian
    Da Deppo, Serge
    2023 IEEE CONFERENCE ON ARTIFICIAL INTELLIGENCE, CAI, 2023, : 191 - 192
  • [46] Research on innovation and entrepreneurship based on artificial intelligence system and neural network algorithm
    Chen, Haixia
    JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2021, 40 (02) : 2517 - 2528
  • [47] An Artificial Neural Network-based Predictive Model to Support Optimization of Inpatient Glycemic Control
    Pappada, Scott M.
    Owais, Mohammad Hamza
    Cameron, Brent D.
    Jaume, Juan C.
    Mavarez-Martinez, Ana
    Tripathi, Ravi S.
    Papadimos, Thomas J.
    DIABETES TECHNOLOGY & THERAPEUTICS, 2020, 22 (05) : 383 - 394
  • [48] Artificial Intelligence-Based Neural Network for the Diagnosis of Diabetes: Model Development
    Liu, Yue
    JMIR MEDICAL INFORMATICS, 2020, 8 (05)
  • [49] Project engineering management evaluation based on GABP neural network and artificial intelligence
    Yu, Lai
    SOFT COMPUTING, 2023, 27 (10) : 6877 - 6889
  • [50] Research on environmental planning method based on neural network and artificial intelligence technology
    Qiao, Dewen
    Yao, Jian
    Yang, Zhishan
    Chu, Yuanyue
    Chen, Xin
    Li, Xuedong
    PHYSICS AND CHEMISTRY OF THE EARTH, 2023, 130