• Dynamics of randomly connected neural networks and inference in the presence of hidden nodes 

      Battistin, Claudia (Doctoral theses at NTNU;2018:380, Doctoral thesis, 2018)
      Dynamikken til randomiserte nevrale nettverk og inferens med tilstedeværelse av skjulte noder Hjernen koder informasjon i populasjoner av nevroner, i motsetning til i enkeltceller. Modeller av nevrale nettverk kan hjelpe ...
    • Finding topological structure in neural ensemble activity 

      Hermansen, Erik (Doctoral theses at NTNU;2023:45, Doctoral thesis, 2023)
      Finding topological structure in neural ensemble activity Recent breakthroughs in electrophysiological recordings and calcium imaging have unlocked the potential for understanding how groups of neurons work together. ...
    • Functional reconstruction of a grid cell network 

      Dunn, Benjamin (Doctoral thesis at NTNU;2016:2016:193, Doctoral thesis, 2016)
      Norwegian summary: Gitterceller er sannsynligvis én av de enkleste representasjoner av verden i et pattedyrs hjerne i det hver eneste celle viser økt aktivitet ved knutepunkter i dyrets lokale miliø og så gir en ...
    • Interneurons in a two population grid cell network 

      Huang, Ziwei (Master thesis, 2015)
      The hexagonal firing pattern of entorhinal grid cells could arise from a competitive mechanism mediated by interneurons. In this thesis, we asked if a two-population continuous attractor model, consistent with the proposed ...
    • Modelling Neuronal Activity with Jittered Generalised Linear Models 

      Aga, Kristian (Master thesis, 2018)
      By measuring electrophysiological data from a rat's brain we are able to study the relations between cells, and thereby study the brain itself. In this thesis we present different statistical modelling techniques for ...
    • The Egocentric Hippocampus 

      Carpenter, Jordan (Master thesis, 2021)
      Navigation relies on the integration of incoming sensory information with a stable schema that can be applied to map the current environment. This integration results in a dynamic map of the animal’s position based on ...
    • Topological Data Analysis with Applications to Neuroscience 

      Rybakken, Erik (Doctoral theses at NTNU;2020:20, Doctoral thesis, 2020)