Modeling of visual cortex
We simulate laminar cortical structure of V1 and V2 with
neurons that obey shunting equations (first order approximation of
Hodgkin-Huxley equations) and constraint the resultant cortical structure with
neurophysiological and psychophysical data to reach a better explanation of
some basic visual phenomena including figure-ground segregation, boundary
ownership, the role of contrast relations in the perception of surfaces in
depth, illusory contours and subjective surfaces.
The following is a list of the results that we have already presented:
Grossberg S., Yazdanbakhsh A. (2004). Laminar Cortical
Dynamics of 3D Surface Perception: Stratification, Transparency, and Neon Color
Spreading, Submitted to Vision
Research
Grossberg S., Yazdanbakhsh A. (2003). Laminar cortical
dynamics of 3D surface stratification, transparency, and neon spreading. 3rd
annual meeting of Vision Sciences Society, FR43, pp. 77
Grossberg S., &
Yazdanbakhsh A. (2003). Laminar cortical
mechanisms of 3D Surface Processing, Society for Neuroscience 33rd annual meeting, 339.5
Yazdanbakhsh A., Grossberg S. (2003). A laminar cortical
model of 3D surface stratification, transparency and neon spreading, 7th
international conference on cognitive and neural systems