Sökning: "Jonatan Linberg"

Hittade 2 uppsatser innehållade orden Jonatan Linberg.

1. 1. Musikgenerering med Generativa motståndsnätverk

   Master-uppsats, Jönköping University/JTH, Avdelningen för datavetenskap

   Författare :Yupeng Li; Jonatan Linberg; [2023]
   Nyckelord :Artificial Intelligence; AI; Music; Generative Adversarial Networks; Artificiell Intelligens; AI; Musik;

   Sammanfattning : At present, state-of-the-art deep learning music generation systems require a lot time and hardware resources to develop. This means that they are almost exclusively available to large companies. In order to reduce these requirements, more efficient techniques and methods need to be utilised. LÄS MER

3. 2. Investigation of generative adversarial network training : The effect of hyperparameters on training time and stability

   Kandidat-uppsats, Högskolan i Skövde/Institutionen för informationsteknologi

   Författare :Alexander Gustafsson; Jonatan Linberg; [2021]
   Nyckelord :Generative adversarial networks; hyperparameters; training; neural networks; deep learning; EMNIST;

   Sammanfattning : Generative Adversarial Networks (GAN) is a technique used to learn the distribution of some dataset in order to generate similar data. GAN models are notoriously difficult to train, which has caused limited deployment in the industry. The results of this study can be used to accelerate the process of making GANs production ready. LÄS MER