Essays about: "Hampus Larsson"

Showing result 1 - 5 of 6 essays containing the words Hampus Larsson.

  1. 1. Optimizing on-chip Machine Learning for Data Prefetching

    University essay from Göteborgs universitet/Institutionen för data- och informationsteknik

    Author : Hampus Larsson; Miranda Jernberg; Albin Pansell; Fabian Stigsson; Fredrik Hamrefors; Pontus Söderström; [2023-03-03]
    Keywords : Data Prefetching; Machine Learning; HW SW co-Design; HLS; FPGA;

    Abstract : The idea behind data prefetching is to speed up program execution by predicting what data is needed by the processor, before it is actually needed. Data prefetching is commonly performed by prefetching the next memory address in line, but there are other, more sophisticated approaches such as machine learning. READ MORE

  2. 2. Chatting Up the Grade : An Exploration on the Impact of ChatGPT on Self-Study Experience in Higher Education

    University essay from Umeå universitet/Institutionen för informatik

    Author : Nazar Larsson; Hampus Eriksson; [2023]
    Keywords : ;

    Abstract : One of the more recent innovations in the field of AI is ChatGPT. It has caused a discourse in the world of academia. While there is research based on the use of ChatGPT concerning ethics and exams, there are not nearly enough studies conducted on the use of ChatGPT from the perspective of students and how it can be used for self-studies. READ MORE

  3. 3. A study on the use of ARKit toextract and geo-reference oorplans

    University essay from Linköpings universitet/Institutionen för datavetenskap

    Author : Niklas Larsson; Hampus Runesson; [2021]
    Keywords : Lidar; Floor plan extraction; geo-referencing; ARKit 4; Augmented Reality; Kabsch; two point transformation;

    Abstract : Indoor positioning systems (IPS) has seen an increase in demand because of the needto locate users in environments where Global Navigation Satellite Systems (GNSS) lacksaccuracy. The current way of implementing an IPS is often tedious and time consuming. READ MORE

  4. 4. Forecasting Daily Supermarkets Sales with Machine Learning

    University essay from KTH/Optimeringslära och systemteori

    Author : Daniel Fredén; Hampus Larsson; [2020]
    Keywords : Statistics; applied mathematics; machine learning; retail industry; time-series; forecasts; neural network; XGBoost; ARIMA; ARIMAX; Facebook Prophet; Prophet; LSTM; Statistik; tillämpad matematik; maskininlärning; livsmedelsindustrin; prognostisering tidsserier; neurala nätverk; XGBoost; ARIMA; ARIMAX; Facebook Prophet; Prophet; LSTM;

    Abstract : Improved sales forecasts for individual products in retail stores can have a positive effect both environmentally and economically. Historically these forecasts have been done through a combination of statistical measurements and experience. READ MORE

  5. 5. Bird strike analysis : AN ANALYTICAL APPROACH

    University essay from KTH/Lättkonstruktioner

    Author : Hampus Larsson; [2016]
    Keywords : ;

    Abstract : Airplanes have a risk of encounter birds while flying, taking off or landing and to ensure a safe flight the engines have to sustain functionality after one or several bird strikes; one vital part in the engine is the first stage rotor and hence it has to withstand bird strikes. Commercial finite element codes with explicit time marching techniques are commonly used today but they can be time-consuming and therefore a faster analytical method is sought. READ MORE