Essays about: "Jonas Strandqvist"

Found 1 essay containing the words Jonas Strandqvist.

  1. 1. Attractors of autoencoders : Memorization in neural networks

    University essay from Linnéuniversitetet/Institutionen för datavetenskap och medieteknik (DM)

    Author : Jonas Strandqvist; [2020]
    Keywords : machine learning; overfitting; memorization; neural network; autoencoder; attractor; Jacobian; eigenvalue; CIFAR10; random data; ReLU; bias;

    Abstract : It is an important question in machine learning to understand how neural networks learn. This thesis sheds further light onto this by studying autoencoder neural networks which can memorize data by storing it as attractors. READ MORE