• DocumentCode
    1472818
  • Title

    Multimodal control of reaching-simulating the role of tactile feedback

  • Author

    Schlesinger, Matthew ; Parisi, Domenico

  • Author_Institution
    Dept. of Comput. Sci., Massachusetts Univ., Amherst, MA, USA
  • Volume
    5
  • Issue
    2
  • fYear
    2001
  • fDate
    4/1/2001 12:00:00 AM
  • Firstpage
    122
  • Lastpage
    128
  • Abstract
    By the onset of reaching, young infants are already able to keep track of the position of their hand by using visual feedback from the target and proprioceptive feedback from the arm. How is this multimodal coordination achieved? We propose that infants learn to coordinate vision and proprioception by using tactile feedback from the target. In order to evaluate this hypothesis, we employ an evolutionary-based learning algorithm as a proxy for trial-and-error sensorimotor development in young infants. A series of simulation studies illustrate how touch: 1) helps coordinate vision and proprioception; 2) facilitates an efficient reaching strategy; and 3) promotes intermodal recalibration when the coordination is perturbed. We present two developmental predictions generated by the model and discuss the relative importance of visual and tactile feedback while learning to reach
  • Keywords
    evolutionary computation; feedback; learning (artificial intelligence); mechanoception; psychology; visual perception; evolutionary-based learning algorithm; hand-eye coordination; intermodal recalibration; multimodal coordination; multimodal reaching control; proprioceptive feedback; tactile feedback; trial-and-error sensorimotor development; vision/proprioception coordination; visual feedback; young infants; Computer science; Computer vision; Councils; Feedback; Information resources; Monitoring; Pediatrics; Predictive models; Psychology; Target tracking;
  • fLanguage
    English
  • Journal_Title
    Evolutionary Computation, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1089-778X
  • Type

    jour

  • DOI
    10.1109/4235.918433
  • Filename
    918433