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arXiv 1408.1986cs.CVcs.ETq-bio.NC
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基于神经微电路的Gabor型图像滤波

Gabor-like Image Filtering using a Neural Microcircuit

C. Mayr, A. Heittmann, R. Schüffny

摘要:

在这封信中,我们提出了一个神经微电路的图像处理采用赫布自适应学习的实现。神经元回路仅利用兴奋性突触来关联动作电位,提取包含重要图像信息的不相关动作电位。该电路能够近似Gabor样图像滤波和其他图像处理功能

英文摘要:

In this letter, we present an implementation of a neural microcircuit for image processing employing Hebbian-adaptive learning. The neuronal circuit utilizes only excitatory synapses to correlate action potentials, extracting the uncorrelated ones, which contain significant image information. This circuit is capable of approximating Gabor-like image filtering and other image processing functions

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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