Parallel-hierarchical network as the model of neurocomputing

被引:3
|
作者
Al-Maitah, Mohammed [1 ]
Timchenko, Leonid I. [2 ]
Kokriatskaia, Natalia I. [2 ]
Nakonechna, Svitlana V. [2 ]
Stepaniuk, Dmytro S. [2 ]
Gradz, Zaklin M. [3 ]
Syzdykpayeva, Aigul [4 ]
机构
[1] King Saud Univ, Riyadh 11451, Saudi Arabia
[2] State Univ Infrastruct & Technol, 14 Pankovskaya, Kiev, Ukraine
[3] Lublin Univ Technol, 38 A Nadbystrzycka, PL-20618 Lublin, Poland
[4] Sarsen Amanzholov East Kazakhstan State Univ, Ust Kamenogorsk 070004 55, Kazakhstan
关键词
parallel-hierarchical transform (network); neural typical scheme of information processing; pyramidal processing; parallel-hierarchical processing; dynamical multifunctionality; optoelectronics;
D O I
10.1117/12.2501622
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
In this paper considers methodological approach was developed for analysis of parallel processes. This approach considers influence of structural hierarchy in dynamics, in other words it tracks processes of spatial areas transformation of correlated and generation of uncorrelated in time elements of generated network, at the time of transition of the network from one stable stage to another.
引用
收藏
页数:11
相关论文
共 50 条
  • [1] Parallel-hierarchical optical network as a model of natural neural network
    Tymchenko, Leonid
    Kokriatska, Natalia
    Tverdomed, Volodymyr
    Braikovskyi, Mykhailo
    Kobylianskyi, Oleksandr
    Prysyazhnyuk, Vasyl
    Stetsenko, Oleksandr
    Didenko, Yuriy
    Zhuk, Dmytro
    Wojcik, Waldemar
    Kalizhanova, Aliya
    Shermantayeva, Zhazira
    OPTICAL FIBERS AND THEIR APPLICATIONS 2023, 2024, 12985
  • [2] Parallel-hierarchical network images processing
    Timchenko, LI
    Shweiki, NO
    Khodiakov, EA
    Baybak, JV
    SELECTED PAPERS FROM THE INTERNATIONAL CONFERENCE ON OPTOELECTRONIC INFORMATION TECHNOLOGIES, 2000, 4425 : 27 - 34
  • [3] A METHOD OF ORGANIZATION OF A PARALLEL-HIERARCHICAL NETWORK FOR IMAGE RECOGNITION
    Timchenko, L. I.
    Melnikov, V. V.
    Kokryatskaya, N. I.
    Kutaev, Y. F.
    Ivasyukd, I. D.
    CYBERNETICS AND SYSTEMS ANALYSIS, 2011, 47 (01) : 140 - 151
  • [4] Compact representation of the facial images for identification in a parallel-hierarchical network
    Kutaev, YF
    Timchenko, LI
    Gertsiy, AA
    Zahoruiko, LV
    MACHINE VISION SYSTEMS FOR INSPECTION AND METROLOGY VII, 1998, 3521 : 157 - 167
  • [5] A Parallel-Hierarchical Model for Machine Comprehension on Sparse Data
    Trischler, Adam
    Ye, Zheng
    Yuan, Xingdi
    He, Jing
    Bachman, Philip
    Suleman, Kaheer
    PROCEEDINGS OF THE 54TH ANNUAL MEETING OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS, VOL 1, 2016, : 432 - 441
  • [6] PARALLEL-HIERARCHICAL NETWORK LEARNING METHODS AND THEIR APPLICATION TO PATTERN RECOGNITION
    Timchenko, L. I.
    Melnikov, V. V.
    Kokryatskaya, N. I.
    CYBERNETICS AND SYSTEMS ANALYSIS, 2011, 47 (06) : 986 - 994
  • [7] Parallel-hierarchical neural network model for motor control of a musculo-skeletal system
    Katayama, Masazumi
    Kawato, Mitsuo
    1600, (22):
  • [8] Parallel-hierarchical approach to image processing
    Timchenko, L.I., 2000, Gordon & Breach Science Publ Inc, Newark, NJ, United States (17):
  • [9] Method of indicators forecasting of biomedical images using a parallel-hierarchical network
    Timchenko, Leonid I.
    Kokriatskaia, Natalia I.
    Pavlov, Sergii V.
    Stepaniuk, Dmytro S.
    Sichko, Tetiana V.
    Ivasyuk, Igor D.
    Dzierzak, Roza
    Amirgaliyeva, Saltanat
    PHOTONICS APPLICATIONS IN ASTRONOMY, COMMUNICATIONS, INDUSTRY, AND HIGH-ENERGY PHYSICS EXPERIMENTS 2019, 2019, 11176
  • [10] Structural-functional model of a parallel-hierarchical optical network as a systematic tool for artificial intelligence methods
    Tymchenko, Leonid
    Kokriatska, Natalia
    Tverdomed, Volodymyr
    Pavlov, Sergii
    Bondarenko, Zlata
    Vitiuk, Anna
    Didenko, Yurii
    Semenova, Liudmyla
    Zhuk, Dmytro
    Sawicki, Daniel
    Amirgaliyev, Yedilkhan
    Smailova, Saule
    OPTICAL FIBERS AND THEIR APPLICATIONS 2023, 2024, 12985