• DocumentCode
    1816641
  • Title

    A neural network model of personality

  • Author

    Homer, Robert

  • Author_Institution
    Dept. of Psychiatry, Beth Israel Med. Center, NY, USA
  • Volume
    1
  • fYear
    1999
  • fDate
    1999
  • Firstpage
    103
  • Abstract
    Using concepts from the psychoanalytic theory, it is hypothesized that particular neurotransmitter systems correlate to specific stages of child development. Based on this a three layer neural network model of personality is presented in which each sequential layer is taken to contain neurons mostly sensitive to a particular neurotransmitter. Due to their postulated correlation to personality traits, the monoamine dopamine, norepinephrine, and serotonin are respectively considered for each sequential layer. Thus, several brain areas are represented redundantly as their neurons are assigned to different layers of the neural network. Representing the architecture in this manner is consistent with actual neuronal connections, and allows multiple brain areas to be represented by a three layer neural network in a way which is useful for understanding brain function and psychopathology
  • Keywords
    feedforward neural nets; neurophysiology; physiological models; psychology; brain; monoamines dopamine; multilayer neural network; neurotransmitter; norepinephrine; personality; physiological model; psychoanalytic theory; serotonin; Biological neural networks; Biological system modeling; Brain; Humans; Neural networks; Neurons; Neurotransmitters; Pathology; Pediatrics; Psychology;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Neural Networks, 1999. IJCNN '99. International Joint Conference on
  • Conference_Location
    Washington, DC
  • ISSN
    1098-7576
  • Print_ISBN
    0-7803-5529-6
  • Type

    conf

  • DOI
    10.1109/IJCNN.1999.831464
  • Filename
    831464