A multigrid approach to visual cortex mapping
DOI:
https://doi.org/10.21914/anziamj.v52i0.3953Keywords:
Multigrid, cortex, optimisationAbstract
Standard unconstrained optimisation methods, utilising conjugate gradient and limited memory reduced Hessian search direction updates, are implemented in a multigrid mode on an objective function minimisation model of visual cortex mapping. The multigrid operations, executed on a hierarchy of four grids, easily outpace fine grid iterations, and penetrate deeper into the objective function. References- W. H. Bosking et al., Orientation selectivity and the arrangement of horizontal connections in tree shrew striate cortex, The Journal of Neuroscience 17, 6 p2112--2127 (1997). http://www.jneurosci.org/cgi/content/abstract/17/6/2112
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Published
2011-07-01
Issue
Section
Proceedings Computational Techniques and Applications Conference