• DocumentCode
    359209
  • Title

    On mathematical analysis of Pavlovian conditioning learning process using artificial neural network model

  • Author

    Hasan, Haslina ; Watany, M.

  • Author_Institution
    Fac. of Specified Educ., Cairo, Egypt
  • Volume
    2
  • fYear
    2000
  • fDate
    2000
  • Firstpage
    578
  • Abstract
    A novel neuro-dynamical model is presented simulating Pavlovian psycho-educational experimental work. Firstly the model is based on the original Hebbian learning rule, for systematic investigations of Pavlovian biological observations. Additionally the model is modified by adding one more stage based on the principle of learning by the interaction with the environment. Testing of the first model performance it is shown herein that Pavlovian learning results are well justified. Moreover the results of the modified model is supported by some other published work in the field of brain research related to education.
  • Keywords
    Hebbian learning; brain models; neural nets; neurophysiology; Hebbian learning rule; Pavlovian conditioning learning process; Pavlovian psycho-educational experimental work; artificial neural network model; brain research; mathematical analysis; neuro-dynamical model; Artificial neural networks; Biomembranes; Delay effects; Differential equations; Learning; Mathematical analysis; Neurons; Signal processing; Steady-state; Transfer functions;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Electrotechnical Conference, 2000. MELECON 2000. 10th Mediterranean
  • Print_ISBN
    0-7803-6290-X
  • Type

    conf

  • DOI
    10.1109/MELCON.2000.879999
  • Filename
    879999