Essays about: "Mattias Nilsson"

Showing result 1 - 5 of 26 essays containing the words Mattias Nilsson.

  1. 1. Artisan : Professional urban mobility

    University essay from Umeå universitet/Designhögskolan vid Umeå universitet

    Author : Mattias Granlund Nilsson; [2019]
    Keywords : ;

    Abstract : The idea for this project initially came from an article i read about a small company in Stockholm, called “The cycling plumber” In the article, the founder of the company who explained that he was tired of looking for parking and sitting in traffic in his work-van around the tight and congest- ed streets of Stockholm. This sparked an interest from me, what options does the urban-operating handyman have in terms of transportation? Using the design process and thorough user studies, this project explores a new type of commercial vehicle segement, intended for carpenters operating in the dense city traffic of the future. READ MORE

  2. 2. Monte Carlo Optimization of Neuromorphic Cricket Auditory Feature Detection Circuits in the Dynap-SE Processor

    University essay from Luleå tekniska universitet/Institutionen för system- och rymdteknik

    Author : Mattias Nilsson; [2018]
    Keywords : Neuromorphic engineering; Spiking neural networks; Pattern recognition; Feature detection; Training protocol; Software tools;

    Abstract : Neuromorphic information processing systems mimic the dynamics of neurons and synapses, and the architecture of biological nervous systems. By using a combination of sub-threshold analog circuits, and fast programmable digital circuits, spiking neural networks with co-localized memory and computation can be implemented, enabling more energy-efficient information processing than conventional von Neumann digital computers. READ MORE

  3. 3. Application and Evaluation of Artificial Neural Networks in Solvency Capital Requirement Estimations for Insurance Products

    University essay from KTH/Matematisk statistik; KTH/Matematisk statistik

    Author : Mattias Nilsson; Erik Sandberg; [2018]
    Keywords : ;

    Abstract : The least squares Monte Carlo (LSMC) approach is commonly used in the estimation of the solvency capital requirement (SCR), as a more computationally efficient alternative to a full nested Monte Carlo simulation. This study compares the performance of artificial neural networks (ANNs) to that of the LSMC approach in the estimation of the SCR of various financial portfolios. READ MORE

  4. 4. Stable Communication Over a Wireless Network Under Heavy Load

    University essay from Lunds universitet/Institutionen för elektro- och informationsteknik

    Author : Mattias Eklund; Carl Nilsson Nyman; [2018]
    Keywords : wifi; lte; h.264; jpeg; 4g; Technology and Engineering;

    Abstract : For our master's thesis we have worked with a company called Uniti to help them establish a system for communicating with their autonomous vehicle during a public demonstration. This included handling a video feed from the vehicle as well as assuring low latency for said feed. For the purposes of this thesis the targeted latency was below 200ms. READ MORE

  5. 5. An investigation of Recent Deep Learning Techniques Applied to Blood Cell Image Analysis

    University essay from Lunds universitet/Matematik LTH

    Author : Andreas Forslöw; [2018]
    Keywords : deep learning; machine learning; capsule networks; neural networks; Geoffrey Hinton; Sara Sabour; Hinton; Sabour; Frosst; dynamic routing; em routing; cellavision; andreas forslöw; anders heyden; mattias nilsson; image classification; image analysis; blood cells; white blood cells; Mathematics and Statistics;

    Abstract : This project has investigated the performances of Capsule Networks in comparison to Convolutional Neural Networks (CNNs) on white blood cell image classification at CellaVision. The Capsule Network models that were investigated are EM Routing Capsule Networks (EMCNs) and Dynamic Routing Capsule Networks (DCNs). READ MORE