• DocumentCode
    3392311
  • Title

    Neural adaptability and inspection time

  • Author

    Garaas, Tyler ; Pepe, Richard ; Lo, Henry ; Nestor, Peter ; Pomplun, Marc

  • Author_Institution
    Dept. of Comput. Sci., Univ. of Massachusetts, Boston, MA, USA
  • fYear
    2009
  • fDate
    15-17 June 2009
  • Firstpage
    52
  • Lastpage
    59
  • Abstract
    A measure known as inspection time (IT) has been shown to account for approximately 25% of the variance in peoples´ intellectual abilities, as measured by IQ. Despite this strong relationship, inspection time has had only limited success in expanding our knowledge regarding the nature of intelligence, which can be attributed to a lack of understanding of the neurophysiology underlying IT. In the present study we present a hypothesis in which participants´ ITs are determined by their brain´s ability to adapt its neural functioning based on experience. This ability is often referred to as neural plasticity. To test this hypothesis, we related participants´ ITs to a series of neural plasticity measures identified during a spatial learning task and a reinforcement learning task. In both tasks a significant correlation was found; however, the correlations found were in opposing directions. A subsequent analysis of the tasks revealed a potentially significant relationship between participants´ learning ability and their focus of attention. This led us to the conclusion that IT may be determined by participants´ neural plasticity through a measure known as neural adaptability, which relates participant experience, learning, and attention.
  • Keywords
    biology computing; brain models; learning (artificial intelligence); neurophysiology; IQ; brain; inspection time; intellectual abilities; neural adaptability; neural plasticity; neurophysiology; reinforcement learning task; spatial learning task; Artificial intelligence; Cognition; Cognitive science; Humans; Information processing; Inspection; Intelligent sensors; Machine intelligence; Problem-solving; Psychology; Inspection Time; Intelligence; Neural Adaptability; Neural Plasticity; Reinforcement Learning; Spatial Learning;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Cognitive Informatics, 2009. ICCI '09. 8th IEEE International Conference on
  • Conference_Location
    Kowloon, Hong Kong
  • Print_ISBN
    978-1-4244-4642-1
  • Type

    conf

  • DOI
    10.1109/COGINF.2009.5250818
  • Filename
    5250818