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Published on: October 28, 2018
Plasticity-induced symmetry relationships between adjacent self-organizing topographic maps
Jared Sylvester1, James Reggia
1University of Maryland, Department of Computer Science, College Park, MD 20742, USA. jsylvest@umd.edu
Adjacent cortical maps can form mirror-image symmetries through activity-dependent synaptic changes, challenging previous assumptions about their development. This computational model reveals how neural map orientation arises from specific interaction parameters.
Area of Science:
- Neuroscience
- Computational Neuroscience
- Systems Neuroscience
Background:
- Adjacent topographic maps in the sensory neocortex often exhibit mirror-image symmetry.
- The precise mechanisms driving the formation of these inter-map orientations remain incompletely understood.
Purpose of the Study:
- To investigate the principle by which adjacent cortical topographic maps can achieve mirror-image symmetry.
- To explore the role of activity-dependent synaptic changes in shaping neural map organization.
Main Methods:
- Development and analysis of a computational model simulating neural map formation.
- Varying parameters related to afferent distribution radius and intracortical interaction radius.
Main Results:
- Demonstrated that mirror-image symmetry in two dimensions can emerge from activity-dependent changes.
- Identified that afferent distribution radius exceeding intracortical interaction radius is a key factor.
- Observed infrequent occurrences of other symmetries and novel relationships like interlocking rotation.
Conclusions:
- Activity-dependent synaptic plasticity can sufficiently explain the formation of mirror-image symmetric cortical maps.
- Suggests a more significant role for synaptic changes in cortical map orientation than previously appreciated.
- Highlights the potential for diverse map relationships beyond simple symmetry.
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