Trichromatic LISSOM
Active from 2005 - 2007
The trichromatic LISSOM project extends the monochromatic LISSOM research to include biologically inspired three-color retinas and create color-selective regions in the primary and secondary visual cortex.
People
Judah De Paula Ph.D. Alumni
Publications
Modeling the self-organization of color selectivity in the visual cortex 2007
Judah Ben De Paula, PhD Thesis, Department of Computer Sciences, The University of Texas at Austin.
Converting RGB Images to LMS Cone Activations 2006
Judah B. De Paula, Technical Report, Department of Computer Sciences, The University of Texas at Austin. Technical Report 06-49.
Self-organization of color opponent receptive fields and laterally connected orientation maps 2005
James A. Bednar, Judah B. De Paula, and Risto Miikkulainen, Neurocomputing, Vol. 65--66 (2005), pp. 69-76.
Modeling Cortical Maps with Topographica 2004
James A. Bednar, Yoonsuck Choe, Judah De Paula, Risto Miikkulainen, Jefferson Provost, and Tal Tversky, Neurocomputing (2004), pp. 1129-1135.
Related Areas
Computational Neuroscience Visual Cortex
Software/Data
Austin Arboretum Foliage Corpus Photographs for use with color modeling work taken by Judah De Paula at the Austin Arboretum. Images contain mostly leav... 2007
De Paula dissertation support files The trichromatic LISSOM simulations and support scripts used to generate the data presented in the De Paula dissertation... 2007
Flowers Color Image Corpus Photographs for use with color modeling work taken by Judah De Paula at the Austin Arboretum. Images contain mostly clos... 2007
RGBtoLMS Python code to convert RGB images to simulated Long, Medium, and Short photoreceptor cone activations. The program also... 2007
Labs
Neural Networks