Sökning: "Georgios Zervakis"

Hittade 1 uppsats innehållade orden Georgios Zervakis.

  1. 1. Multivariate analysis of the parameters in a handwritten digit recognition LSTM system

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

    Författare :Georgios Zervakis; [2019]
    Nyckelord :Deep Learning; Interpretability; Handwritten Digit Recognition; MNIST; Recurrent Neural Networks; PCA; SVD; Variational Autoencoders;

    Sammanfattning : Throughout this project, we perform a multivariate analysis of the parameters of a long short-term memory (LSTM) system for handwritten digit recognition in order to understand the model’s behaviour. In particular, we are interested in explaining how this behaviour precipitate from its parameters, and what in the network is responsible for the model arriving at a certain decision. LÄS MER