Sökning: "Frans Nordén"

Hittade 2 uppsatser innehållade orden Frans Nordén.

  1. 1. Modelling approach and avoidance behaviour : A deep learning approach to understand the human olfactory system

    Master-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Författare :Frans Nordén; [2021]
    Nyckelord :Probabilistic Machine Learning; Variational Recurrent Neural Network; EEG; Approach and Avoidance behaviour; Frontal alpha asymmetry; Probabilistisk Maskininlärning; Variational Recurrent Neural Network; EEG; Approach and Avoidance behaviour; Frontal alpha asymmetri;

    Sammanfattning : In this thesis we examine the question whether it is possible to model approach and avoidance behaviour with probabilistic machine learning. The results from this project will primarily aid in our collective understanding of human existence. LÄS MER

  3. 2. A Comparative Analysis of Machine Learning Algorithms in Binary Facial Expression Recognition

    Kandidat-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Författare :Frans Nordén; Filip von Reis Marlevi; [2019]
    Nyckelord :Support vector machine; extreme learning ma- chine; convolutional neural network; transfer learning; residual neural network; binary facial expression recognition; FER2013; JAFFE.;

    Sammanfattning : In this paper an analysis is conducted regarding whether a higher classification accuracy of facial expressions are possible. The approach used is that the seven basic emotional states are combined into a binary classification problem. LÄS MER