American Journal of Neural Networks and Applications

Volume 8, Issue 2, December 2022

  • The Optimal Choice of Hybrid Convolutional Neural Network Components

    Viktor Sineglazov, Illia Boryndo

    Issue: Volume 8, Issue 2, December 2022
    Pages: 12-16
    Received: 4 July 2022
    Accepted: 25 July 2022
    Published: 4 August 2022
    DOI: 10.11648/j.ajnna.20220802.11
    Abstract: Based on the development vector of modern AI systems and extensional complexity grows of analytical and recognition tasks it is concluded that the perspective class of convolutional neural networks – hybrid convolutional neural networks. Based on research results it’s proved that this type of neural networks permits to supply less mean square error... Show More
  • From Eating Behavior to Dialogue Using Language; Evolution of Neural Network

    Seisuke Yanagawa

    Issue: Volume 8, Issue 2, December 2022
    Pages: 17-23
    Received: 5 November 2022
    Accepted: 28 November 2022
    Published: 8 December 2022
    DOI: 10.11648/j.ajnna.20220802.12
    Abstract: In this paper, logic is developed based on the view that the brain nerve circuit is composed of a combination of neural circuits with the same function. The subject of logic is animal's action; from early evolved animals that only perform feeding to more evolved animals that have ability to act as groups. In Chapter 2, reconstructed and outlined th... Show More