DocumentCode
3032402
Title
Motor system’s role in grounding, receptive field development, and shape recognition
Author
Choe, Yoonsuck ; Yang, Huei-Fang ; Misra, Navendu
Author_Institution
Dept. of Comput. Sci., Texas A&M Univ., College Station, TX
fYear
2008
fDate
9-12 Aug. 2008
Firstpage
67
Lastpage
72
Abstract
Vision is basically a sensory modality, so it is no surprise that the investigation into the brainpsilas visual functions has been focused on its sensory aspect. Thus, questions like (1) how can external geometric properties represented in internal states of the visual system be grounded, (2) how do the visual cortical receptive fields (RFs) form, and (3) how can visual shapes be recognized have all been addressed within the framework of sensory information processing. However, this view is being challenged on multiple fronts, with an increasing emphasis on the motor aspect of visual function. In this paper, we will review works that implicate the important role of motor function in vision, and discuss our latest results touching upon the issues of grounding, RF development, and shape recognition. Our main findings are that (1) motor primitives play a fundamental role in grounding, (2) RF learning can be biased and enhanced by the motor system, and (3) shape recognition is easier with motor-based representations than with sensor-based representations. The insights we gained here will help us better understand visual cortical function. Also, we expect the motor-oriented view of visual cortical function to be generalizable to other sensory cortices such as somatosensory and auditory cortices.
Keywords
brain; cognition; neurophysiology; vision; RF learning; auditory cortex; brain visual function; grounding; motor based representation; motor primitives; motor system; receptive field development; sensor based representation; sensory information processing; somatosensory cortex; vision; visual cortical function; visual cortical receptive fields; visual shape recognition; visual system internal state; Cognition; Computer science; Concrete; Grounding; Information processing; Neurons; Radio frequency; Shape; Statistics; Visual system;
fLanguage
English
Publisher
ieee
Conference_Titel
Development and Learning, 2008. ICDL 2008. 7th IEEE International Conference on
Conference_Location
Monterey, CA
Print_ISBN
978-1-4244-2661-4
Electronic_ISBN
978-1-4244-2662-1
Type
conf
DOI
10.1109/DEVLRN.2008.4640807
Filename
4640807
Link To Document