American Journal of Neural Networks and Applications

Volume 7, Issue 2, December 2021

  • Modelling the Canopy Conductance of Cocoa Tree Using a Recurrent Neural Network

    Opeyemi Samuel Sajo, Philip Gbenro Oguntunde, Johnson Toyin Fasinmirin, Akindele Akinnagbe, Ayorinde Akinlabi Olufayo, Samuel Ohikhena Agele

    Issue: Volume 7, Issue 2, December 2021
    Pages: 23-29
    Received: 22 June 2021
    Accepted: 10 July 2021
    Published: 23 August 2021
    Abstract: Direct measurement of crop water use is difficult and labour intensive. In some cases, the technicalities involved can only be exploited by well-trained researchers. Therefore, estimating this important crop parameter from readily available climatic data by way of modelling will ease the burden of direct measurement. The aim of the study is to para... Show More
  • Forecasting Foodgrains Production Using Arima Model and Neural Network

    Veluchamy Kasthuri, Subbiah Selvakumar

    Issue: Volume 7, Issue 2, December 2021
    Pages: 30-37
    Received: 17 January 2021
    Accepted: 30 January 2021
    Published: 31 August 2021
    Abstract: The time series is a set of values arranged in a specific order of time. Prediction and analysis of food grain is a vital role in agriculture statistics. The Agriculture Statistics System is very complete and provides data on a wide range of topics such as crop area and production, land use, irrigation, land holdings, agricultural prices and market... Show More
  • Communication Between Neural Networks, and Beginning of Language

    Seisuke Yanagawa

    Issue: Volume 7, Issue 2, December 2021
    Pages: 38-44
    Received: 8 December 2021
    Accepted: 21 December 2021
    Published: 31 December 2021
    Abstract: There is a view that the cranial nerve circuit is composed of a combination of the same modules as the basic functions. According to that view, the author has presented the module (Basic Unit) that performs parallel-serial mutual conversion and has shown that the neural network that recognizes and generates arbitrary time-series data can be constru... Show More