2010 · 14 citations · 6 references
Artificial IntelligenceEngineeringMachine LearningHardware AlgorithmComputer ArchitectureMultimedia AnalysisStream Processing SystemsMachine-learning EngineData SciencePattern RecognitionHigh-performance ArchitectureParallel ComputingMultimedia MiningMachine-learning AlgorithmsComputer EngineeringComputer ScienceSignal ProcessingMultimedia ManagementSystem On ChipHardware AccelerationImage ProcessorSemantic Analysis Soc
A 671G0PS/W Semantic Analysis SoC (SASoC) is implemented in 90 nm CMOS technology. Two stream processing systems are integrated with a power-aware frequency scaling technique to simultaneously accelerate video processing and machine-learning algorithms. The input data rate reaches 76.8 Gpixel/s for video processing and 51.2 Gdimension/s for machine-learning algorithms.
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