New End-Stopped Complex Cell Model Applicable in Convolutional Neural Networks
2021 ◽
Vol 19
(3)
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pp. 50-60
Keyword(s):
This article is dedicated to modeling the end-stopped neuron. This type of neuron gives the maximum response at the end of the line and is used to refine the edge. The article provides an overview of different models of end-stopped neurons. I have proposed a simpler and more accurate model of an end-stopped neuron based on the use of Gabor filters in antiphase. For this purpose, the models of simple and complex cells whose output is used in the proposed model are also described. Simple cells are based on the use of a Gabor filter, the parameters of which are also described in this article. The proposed model has shown its effectiveness.
1975 ◽
Vol 38
(6)
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pp. 1524-1540
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Keyword(s):
Spatial and Temporal Features of Synaptic to Discharge Receptive Field Transformation in Cat Area 17
2010 ◽
Vol 103
(2)
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pp. 677-697
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Keyword(s):
Area 17
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2003 ◽
Vol 89
(5)
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pp. 2743-2759
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Keyword(s):