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Found 5 essays matching the above criteria.

  1. 1. Towards a method for antenna impedance tailoring through shapeoptimization, with a bound on the associated cost-function

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Cem Kesici; [2020]
    Keywords : ;

    Abstract : Over the last years, there has been an interest in designing antennas that operateat higher frequencies. In most applications, these antennas work jointly withPower Amplifiers. However, most commercial Power Amplifiers have a nonstandardoptimal load-pull impedance in their optimal operating frequencies. READ MORE

  3. 2. Implementation and verification of the Information Bottleneck interpretation of deep neural networks

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Feiyang Liu; [2018]
    Keywords : The Information bottleneck method; Mutual information; Deep neural networks; Binning; nformations askhack IB -metoden; ömsesidig information; djupa neuronnät; binning;

    Abstract : Although deep neural networks (DNNs) have made remarkable achievementsin various elds, there is still not a matching practical theory that is able toexplain DNNs' performances. Tishby (2015) proposed a new insight to analyzeDNN via the Information bottleneck (IB) method. READ MORE

  4. 3. Investigating the effect of good schools on surrounding housing prices in London

    University essay from Lunds universitet/Nationalekonomiska institutionen

    Author : Shengnan Liu; Nicholas Kofi Gyasie Sampson; [2018]
    Keywords : Propensity score; Kernel Matching Method; Greater London areas; housing prices; School Quality; Business and Economics;

    Abstract : In this paper we have looked at the effect good schools have on surrounding house prices, focusing on London. We consider both the effect of “% of students that meet expected standard in math, reading, and writing”, and the new “progression score” that the UK government has introduced. READ MORE

  5. 4. Map change detection using GPS position data

    University essay from Lunds universitet/Matematik LTH

    Author : Lina Sjöstrand; Fanny Andersson; [2018]
    Keywords : autonomous driving; change detection; map inference; GPS; road network; HMM; Viterbi algorithm; OSM; map matching; crowd-sourced data; update maps; Technology and Engineering;

    Abstract : Technology advancement in autonomous driving is accelerating. For the technology to be safe it is crucial for the vehicles to have an updated map, meaning all vehicles should have a correct and identical representation of the current road network. READ MORE

  6. 5. Analytic Long Term Forecasting with Periodic Gaussian Processes

    University essay from Blekinge Tekniska Högskola/Sektionen för datavetenskap och kommunikation

    Author : Nooshin Haji Ghassemi; [2014]
    Keywords : Gaussian Process; Periodic Kernel; Long Term Forecasting;

    Abstract : In many application domains such as weather forecasting, robotics and machine learning we need to model, predict and analyze the evolution of periodic systems. For instance, time series applications that follow periodic patterns appear in climatology where the CO2 emissions and temperature changes follow periodic or quasi-periodic patterns. READ MORE