Essays about: "DSP"
Showing result 16 - 20 of 177 essays containing the word DSP.
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16. Variable selection for generalized linear mixed model by L1 penalization for predicting clinical parameters of ovarian cancer
University essay from Lunds universitet/Matematisk statistikAbstract : The quantity of biomarkers, which are proteins in this case, in ovarian cancer (OC) tumor and immune tissue regions of interest (ROIs) were measured with the new technology Digital Spatial Profiler (DSP). These measurements were used to construct regression models on the biomarkers to predict for two clinical parameters; tumor type (”Type 1” vs ”Type 2”) and the immune infiltration type (”Cavities” vs ”Dispersed”). READ MORE
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17. Evaluation of high-level synthesis tools for generation of Verilog code from MATLAB based environments
University essay from Luleå tekniska universitet/Institutionen för system- och rymdteknikAbstract : FPGAs are of interest in the signal processing domain as they provide the opportunity to run algorithms at very high speed. One possible use case is to sort incoming data in a measurement system, using e.g. a histogram method. READ MORE
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18. A Hardware Accelerated Low Power DSP for Recurrent Neural Networks
University essay from Lunds universitet/Institutionen för elektro- och informationsteknikAbstract : Recurrent neural networks (RNNs) have become a dominating player for processing of sequential data such as speech and audio. The reason for this, is the high accuracy that can be achieved with the more complex variants, such as the gated recurrent unit (GRU). READ MORE
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19. Evaluation of Machine Learning Primitives on a Digital Signal Processor
University essay from Linköpings universitet/Medie- och Informationsteknik; Linköpings universitet/Tekniska högskolanAbstract : Modern handheld devices rely on specialized hardware for evaluating machine learning algorithms. This thesis investigates the feasibility of using the digital signal processor, a part of the modem of the device, as an alternative to this specialized hardware. READ MORE
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20. DSP Design With Hardware Accelerator For Convolutional Neural Networks
University essay from Lunds universitet/Institutionen för elektro- och informationsteknikAbstract : Convolutional Neural Networks impressed the world in 2012 by reaching state-of-the-art accuracy levels in the ImageNet Large Scale Visual Recognition Challenge. The era of machine learning has arrived and with it countless applications varying from autonomous driving to unstructured robotic manipulation. READ MORE