Search for dissertations about: "Anders Lansner"

Showing result 1 - 5 of 22 swedish dissertations containing the words Anders Lansner.

  2. 1. Probabilistic Fault Management in Networked Systems

    Author : Rebecca Steinert; Anders Lansner; Daniel Gillblad; Anders Holst; Olivier Festor; KTH; []
    Keywords : ENGINEERING AND TECHNOLOGY; TEKNIK OCH TEKNOLOGIER; TEKNIK OCH TEKNOLOGIER; ENGINEERING AND TECHNOLOGY; NATURAL SCIENCES; NATURVETENSKAP; probabilistic network management; probabilistic modeling; fault management; fault detection; event-correlation; change detection; probabilistisk nätverkshantering; probabilistiska modeller; fel- hantering; feldetektion; korrelationsanalys; förändringsdetektion; Computer Science; Datalogi;

    Abstract : Technical advances in network communication systems (e.g. radio access networks) combined with evolving concepts based on virtualization (e.g. READ MORE

  4. 2. Machine Learning Techniques with Specific Application to the Early Olfactory System

    Author : Benjamin Auffarth; Anders Lansner; Tony Lindeberg; Tim Pearce; KTH; []
    Keywords : NATURAL SCIENCES; NATURVETENSKAP; feature selection; image features; pattern classification; relevance; redundancy; distributional similarity; divergence measure; genetic algorithms; clustering algorithms; annealing; olfactory coding; olfactory bulb; odorants; glomeruli; property-activity relationship; olfaction; plasticity; axonal guidance; odor category; perception; spatial coding; population coding; memory organization; odor quality; SRA - ICT; SRA - Informations- och kommunikationsteknik;

    Abstract : This thesis deals with machine learning techniques for the extraction of structure and the analysis of the vertebrate olfactory pathway based on related methods. Some of its main contributions are summarized below. READ MORE

  5. 3. On large-scale neural simulations and applications in neuroinformatics

    Author : Simon Benjaminsson; Anders Lansner; Marc-Oliver Gewaltig; KTH; []
    Keywords : NATURAL SCIENCES; NATURVETENSKAP; NATURVETENSKAP; NATURAL SCIENCES;

    Abstract : This thesis consists of three parts related to the in silico study of the brain: technologies for large-scale neural simulations, neural algorithms and models and applications in large-scale data analysis in neuroinformatics. All parts rely on the use of supercomputers. READ MORE

  6. 4. Computational Modeling of the Basal Ganglia : Functional Pathways and Reinforcement Learning

    Author : Pierre Berthet; Anders Lansner; Kenji Doya; Stockholms universitet; []
    Keywords : NATURAL SCIENCES; NATURVETENSKAP; NATURVETENSKAP; NATURAL SCIENCES; computational neuroscience; modelisation; reinforcement learning; basal ganglia; dopamine; datalogi; Computer Science;

    Abstract : We perceive the environment via sensor arrays and interact with it through motor outputs. The work of this thesis concerns how the brain selects actions given the information about the perceived state of the world and how it learns and adapts these selections to changes in this environment. READ MORE

  7. 5. SiLago: Enabling System Level Automation Methodology to Design Custom High-Performance Computing Platforms : Toward Next Generation Hardware Synthesis Methodologies

    Author : Nasim Farahini; Ahmed Hemani; Anders Lansner; Lu Zhonghai; Arvind Mithal; KTH; []
    Keywords : ENGINEERING AND TECHNOLOGY; TEKNIK OCH TEKNOLOGIER; System Level Synthesis; High Level Synthesis; VLSI Design Methodology; Brain-like Computation; Neuromorphic Hardware; Address Generation; Thread Level Parallelism; Electrical Engineering; Elektro- och systemteknik;

    Abstract : .... READ MORE