Infomax and Receptive Field Localization

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概要

• 論文の詳細を見る

• We investigated the receptive fields of neurons in the visual cortex from a theoretical viewpoint. It was assumed that if two regions in the visual field are located far apart, local images that fall on these regions are mutually independent. An information-maximization solution was used to determine the optimal receptive field by first assuming a low signal-to-noise ratio limit. We found that the optimal receptive field is a spatially localized, Gabor-function-like receptive field, similar to that of a simple cell.

• 日本神経回路学会の論文
• 2002-12-05

著者

• Okajima K

  Fundamental Research Laboratories Nec Corporation

• Okajima Kenji

  Fundamental And Environmental Research Laboratories Nec Corporation

• Imaoka Hitoshi

  Fundamental Research Laboratories Nec Corporation

関連論文

• Introduction of Infomax Learning Algorithm and Application for Oil Spill Detection in SAR Images
• Infomax and Receptive Field Localization
• A Model Visual Cortex Incorporating Intrinsic Horizontal Neuronal Connections
• Binocular disparity encoding cells generated through an Infomax based learning algorithm

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