Development of joint ocular dominance and orientation selectivity maps in a correlation-based neural network model

机译：基于相关的神经网络模型的联合眼优势和定向选择性图的开发

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摘要

A new correlation-based model for ocular dominance and orientation selectivity columns is proposed. This model can be used to obtain realistic maps for either the ocular dominance maps or orientation selectivity maps. It can also be used to generate joint maps that take into account the extra requirements related to the singularities of the orientation selectivity map and the relative angles of intersection between the contour lines of the two maps. For future research we propose the use of stochastic processes in generating cortical maps and modification of Hebbian cortical interaction terms to make the model more biologically plausible.

机译：提出了一种新的基于相关性的眼优势和方向选择性列模型。该模型可用于获得眼部优势图或方向选择性图的逼真的图。它也可以用于生成考虑到与方向选择性贴图的奇异性和两个贴图的轮廓线之间的相交相对角度有关的额外要求的联合贴图。对于未来的研究，我们建议使用随机过程生成皮层图并修改Hebbian皮层相互作用项，以使该模型在生物学上更合理。

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来源
《Computational Neuroscience Meeting (CNS'01) Jul, 2001 Monterey, California》|2001年|p.561-566|共6页
会议地点 Monterey CA(US);Monterey CA(US)
作者
Remus Osan; Bard Ermentrout;
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作者单位

Department of Physics and Astronomy, University of Pittsburgh, Pittsburgh, PA, 15260, USA;

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会议组织
原文格式 PDF
正文语种 eng
中图分类生理学;
关键词
ocular dominance; orientation selectivity; pattern formation;

机译：眼优势;方向选择性;模式形成;

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专利

1. Development of joint ocular dominance and orientation selectivity maps in a correlation-based neural network model [J] . Remus Osan, Bard Ermentrout Neurocomputing . 2002,第期

机译：基于相关的神经网络模型的联合眼优势和定向选择性图的开发
2. Prenatal development of ocular dominance and orientation maps in a self-organizing model of V1 [J] . Stefanie Jegelka, James A. Bednar, Risto Miikkulainen Neurocomputing . 2006,第10a12期

机译：V1的自组织模型中眼优势和取向图的产前发育
3. Self-organization of orientation-selective and ocular-dominance maps through spike-timing-dependent plasticity [J] . Koji Iwayama, Kazuyuki Aihara, Hideyuki Suzuki Artificial life and robotics . 2009,第3期

机译：通过依赖于尖峰时间的可塑性实现方向选择和眼控图的自组织
4. Development of joint ocular dominance and orientation selectivity maps in a correlation-based neural network model [C] . Remus Osan, Bard Ermentrout Computational neuroscience meeting . 2002

机译：基于相关性的神经网络模型中联合眼导和定向选择性地图的发展
5. A neural model of how the cortical subplate coordinates the laminar development of orientation and ocular dominance maps. [D] . Seitz, Aaron Robert. 2003

机译：皮质亚板如何协调方向和眼优势图的层状发展的神经模型。
6. Correlation-Based Development of Ocularly Matched Orientation and Ocular Dominance Maps: Determination of Required Input Activities [O] . Ed Erwin, Kenneth D. Miller 1998

机译：基于相关性的眼匹配方位和眼优势图的开发：所需输入活动的确定
7. Correlation-Based Development of Ocularly Matched Orientation and Ocular Dominance Maps: Determination of Required Input Activities [O] . Ed Erwin, Kenneth D. Miller 1998

机译：基于相关的眼睛匹配方向和眼部优势地图的发展：确定所需输入活动的确定
8. BCM Network Develops Orientation Selectivity and Ocular Dominance in NaturalScene Environment [R] . Shouval, H., Intrator, N., Cooper, L. N. 1996

机译：BCm网络在Naturalscene环境中开发定向选择性和主导优势

Development of joint ocular dominance and orientation selectivity maps in a correlation-based neural network model

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