Essays about: "Artificiellt neurala nätverk"

Showing result 11 - 15 of 23 essays containing the words Artificiellt neurala nätverk.

  1. 11. Evaluating the use of Machine Learning for Fault Detection using Log File Analysis

    University essay from Mittuniversitetet/Institutionen för informationssystem och –teknologi

    Author : Rosen Nikolaev Tenov; [2021]
    Keywords : Machine learning; fault detection; log file; artificial neural network; Maskininlärning; feldetektering; loggfil; artificiellt neuralt nätverk;

    Abstract : Under de senaste åren fick maskininlärning mer och mer popularitet i samhället. Den implementeras i stor utsträckning inom många datavetenskapliga områden, t.ex. igenkänning av tal, video, objekt, sentimentanalys osv. READ MORE

  3. 12. Skip connection in a MLP network for Parkinson’s classification

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Tim Steinholtz; [2021]
    Keywords : Parkinson’s Disease Classifications; Vocal Features; Multilayer Perceptron; DenseNet; Skip Connections; Highway Connections; Neural networks; Multiple Sound Types; Klassificering för Parkinsons sjukdom; MultiLayer Perceptron; Genvägs kopplingar; Röst attribut; DenseNet; Neurala Nätverk; Flertal Ljudkällor;

    Abstract : In this thesis, two different architecture designs of a Multi-Layer Perceptron network have been implemented. One architecture being an ordinary MLP, and in the other adding DenseNet inspired skip connections to an MLP architecture. READ MORE

  4. 13. Deep Learning on a Microcontroller Unit in a Hand-Prosthesis Control Context

    University essay from Lunds universitet/Avdelningen för Biomedicinsk teknik

    Author : Hannes Nilsson; [2021]
    Keywords : electromyography; deep learning; microcontroller; hand-prosthesis control; artificial neural network; Technology and Engineering;

    Abstract : This master's thesis investigates in what capacity a typical hand-prosthesis classification ANN (Artificial Neural Network) can be deployed on a microcontroller unit. A working, implemented interface is presented along with extra scripts, applications and functions for easy training and testing. READ MORE

  5. 14. Long-term forecasting model for future electricity consumption in French non-interconnected territories

    University essay from KTH/Skolan för industriell teknik och management (ITM)

    Author : MATHIEU CARON; [2021]
    Keywords : Long-term forecasting; electricity demand; peak demand; energy planning; clustering analysis; artificial neural network; generalized additive model; Långsiktig prognostisering; elbehov; topplast; energiplanering; klusteranalys; artificiellt neuralt nätverk; generaliserad tillsatsmodell;

    Abstract : In the context of decarbonizing the electricity generation of French non-interconnected territories, the knowledge of future electricity demand, in particular annual and peak demand in the long-term, is crucial to design new renewable energy infrastructures. So far, these territories, mainly islands located in the Pacific and Indian ocean, relies mainly on fossil fuels powered facilities. READ MORE

  6. 15. 3D Dose Prediction from Partial Dose Calculations using Convolutional Deep Learning models

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Sergio Felipe Liberman Bronfman; [2021]
    Keywords : Machine learning; Modeling and simulation; Life and medical sciences; Predictive models; Artificial Neural Networks; Physics computing; Maskininlärning; Modellering och simulering; Livs och medicinska vetenskaper; Förutsägbara modeller; Artificiellt neurala nätverk; Fysikberäkning;

    Abstract : In this thesis, the problem of predicting the full dose distribution from a partially modeled dose calculation is addressed. Two solutions were studied: a vanilla Hierarchically Densely Connected U-net (HDUnet) and a Conditional Generative Adversarial Network (CGAN) with HDUnet as a generator. READ MORE