对数域线性SVM分类器

2007 14th International Conference on Mixed Design of Integrated Circuits and Systems Pub Date : 2007-06-21 DOI:10.1109/MIXDES.2007.4286172

L. Festila, R. Groza, M. Cirlugea, A. Fazakas

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引用次数: 0

摘要

本文提出了一种基于支持向量机的并行图像分类器。支持向量机分类器的基本模块是新型的对数域四象限电流乘法器。考虑了BiCMOS技术中晶体管的实际参数，对电路进行了仿真。在高频大尺寸电路和设计中使用这种模块化对数域结构有许多优点。

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Log-Domain Linear SVM Classifier

We develop in this paper support vector machine (SVM) parallel classifier for image classifications. The SVM classifier basic modules are new modular log-domain four-quadrant current multipliers. The circuit was simulated taking into account real parameters of transistors in BiCMOS technology. There are many advantages of using such modular log-domain structures in high frequency large dimension circuits and designs.

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2007 14th International Conference on Mixed Design of Integrated Circuits and Systems

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