A parallel and scalable digital architecture for training support vector machines

作者: Kui-kang Cao , Hai-bin Shen , Hua-feng Chen

DOI: 10.1631/JZUS.C0910500

关键词: Support vector machineCacheParallel computingNumerical stabilitySequential minimal optimizationComputationComputer scienceFlexibility (engineering)ScalabilityDigital architecture

摘要: … scalable digital architecture … architecture, SVM training problems can be solved effectively with inexpensive fixed-point arithmetic and good scalability can be achieved. This architecture …

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