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As field programmable gate array (FPGA) based systems scale up in complexity, energy aware designs paradigms with strict power budgets require the designer to explore all viable options for minimising dynamic power consumption. The concepts of parallelism and pipelining have long been exploited in CMOS chips to reduce power and energy consumption. In this paper, a systematic empirical study of the...
In this paper a gas discrimination system based on five classification algorithms including K nearest neighbors (KNN), multi-layer perceptron (MLP), radial basis function (RBF), Gaussian mixture model (GMM) and probabilistic principal component analysis (PPCA) has been presented. A Committee machine (CM) is used in which the results from each classifier are first transformed to confidences and then...
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