Sökning: "Adam Strömme Mattsson"

Hittade 2 uppsatser innehållade orden Adam Strömme Mattsson.

1. 1. Federated Neural Collaborative Filtering for privacy-preserving recommender systems

   Uppsats för yrkesexamina på avancerad nivå, Uppsala universitet/Avdelningen för systemteknik

   Författare :Johannes Langelaar; Adam Strömme Mattsson; [2021]
   Nyckelord :Machine learning; Federated learning; Deep learning; Artificial intelligence; AI; Neural networks; Recommender systems; Recommendation systems; Collaborative filtering; Privacy; Federated averaging; Movielens;

   Sammanfattning : In this thesis a number of models for recommender systems are explored, all using collaborative filtering to produce their recommendations. Extra focus is put on two models: Matrix Factorization, which is a linear model and Multi-Layer Perceptron, which is a non-linear model. LÄS MER

3. 2. Development of real time audio equalizer application using MATLAB App Designer

   Kandidat-uppsats, Uppsala universitet/Signaler och System

   Författare :Johannes Langelaar; Adam Strömme Mattsson; Filip Natvig; [2019]
   Nyckelord :Equalizer; Graphic equalizer; DSP; Digital signal processing; Audio processing; MATLAB; MATLAB App Designer; parallell filter;

   Sammanfattning : This paper outlines the design of a high-precision graphic audio equalizer with digital filters in parallel, along with its implementation in MATLAB App Designer. The equalizer is comprised of 31 bands separated with a one-third octave frequency ratio, and its frequency response is controlled by 63 filters. LÄS MER