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Digital Library of the
European Council for Modelling and Simulation |
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Title: |
A Neuroalgorithmic Investigation Of The Outer Retina |
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Authors: |
Tomás Maul, Andrzej Bargiela,
Jung Ren Lee |
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Published in:
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(2010).ECMS
2010 Proceedings edited by A Bargiela S A Ali D
Crowley E J H Kerckhoffs. European Council for
Modeling and Simulation. doi:10.7148/2010 ISBN:
978-0-9564944-1-2 24th
European Conference on Modelling and Simulation, Simulation Meets Global Challenges Kuala
Lumpur, June 1-4 2010 |
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Citation
format: |
Maul, T., Bargiela,
A., & Lee, J. R. (2010). A Neuroalgorithmic
Investigation Of The Outer Retina. ECMS 2010 Proceedings edited by A Bargiela S A Ali D Crowley E J H Kerckhoffs
(pp. 337-343). European Council for Modeling and Simulation. doi:10.7148/2010-0337-0343 |
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DOI: |
http://dx.doi.org/10.7148/2010-0337-0343 |
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Abstract: |
In this paper a new model of the Outer Plexiform Layer (OPL) of the human retina is presented.
The model, hich is a multi-resolution Linear
Recurrent Neural Network (LRNN) defined by 31 parameters, was subjected to
several optimization experiments targeting different low-level visual
functions involving the control of noise, brightness, contrast, saturation
and color. Our results indicate that the model can indeed implement the above
image processing functions and that the solutions can be modulated in
different ways. The model provides a good starting point for extensions
targeting real world appliations and for the
generation of testable biological hy- potheses. |
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