Tilt Aftereffects in the RF-LISSOM Model
Active from 1996 - 2000
If self-organizing processes continue operating on the adult RF-LISSOM structure, tilt aftereffects can be modeled as a result of adapting lateral inhibition and re-normalization. Simulations show that the model can account for both the direct (small angle) and indirect (large angle) effects, while providing a clear computational role for both. This represents an important link between conscious perception and low-level, short-term synaptic plasticity.
James A. Bednar Postdoctoral Alumni jbednar [at] inf ed ac uk
Tilt Aftereffects In A Self-Organizing Model Of The Primary Visual Cortex 2000
James A. Bednar and Risto Miikkulainen, Neural Computation, Vol. 12 (2000), pp. 1721-1740.
Tilt Aftereffects in a Self-Organizing Model of the Primary Visual Cortex 1997
James A. Bednar, Masters Thesis, Department of Computer Sciences, The University of Texas at Austin. Technical Report AI97-259.
LISSOM

The LISSOM package contains the C++, Python, and Scheme source code and examples for training and testing firing-rate...

2001