Essays about: "faltningsnätverk"

Showing result 26 - 30 of 77 essays containing the word faltningsnätverk.

  1. 26. Influential Learning : Knowledge Sharing between Artificial Neural Networks for Autonomous Vehicles

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

    Author : Jonny Sparrenhök; [2021]
    Keywords : ;

    Abstract : Autonomous vehicles may be a part of our future no matter if we like it or not. The technology developed for self-driving have already outperformed humans in multiple aspects but involves systems that are prone to failure. READ MORE

  3. 27. Particle Filter Bridge Interpolation in GANs

    University essay from KTH/Matematisk statistik

    Author : Viktor Käll; Erik Piscator; [2021]
    Keywords : Generative modeling; Generative adversarial network; Convolutional neural network; Stochastic interpolation; Gaussian process; Gaussian bridge process; Sequential Monte Carlo; Particle filter; Generativ modellering; Generative adversarial network; Neuralt faltningsnätverk; Stokastisk interpolation; Gaussisk process; Gaussisk bryggprocess; Sekventiell Monte Carlo; Partikelfilter;

    Abstract : Generative adversarial networks (GANs), a type of generative modeling framework, has received much attention in the past few years since they were discovered for their capacity to recover complex high-dimensional data distributions. These provide a compressed representation of the data where all but the essential features of a sample is extracted, subsequently inducing a similarity measure on the space of data. READ MORE

  4. 28. Deep Learning for Anomaly Detection in Microwave Links : Challenges and Impact on Weather Classification

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

    Author : Olof Engström; [2020]
    Keywords : Anomaly Detection; Time Series; Forecasting; Weather Classification; Microwave Link; CNN; LSTM; Avvikelsedetektering; Tidsserier; Prognostisering; Väderklassificering; Mikrovågslänkar; faltningsnätverk; CNN; LSTM;

    Abstract : Artificial intelligence is receiving a great deal of attention in various fields of science and engineering due to its promising applications. In today’s society, weather classification models with high accuracy are of utmost importance. READ MORE

  5. 29. Reduction of Common Operations in a Neural Network

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

    Author : Erik Skogetun; [2020]
    Keywords : ;

    Abstract : Machine learning models are becoming increasingly complex, and particularly artificial neural networks. Meanwhile, solutions are moving closer towards the edge with implementations on devices such as smartphones, TVs and cameras. This creates a demand for efficient models that perform well despite restricted computational resources. READ MORE

  6. 30. Deep Learning Approach for Diabetic Retinopathy Grading with Transfer Learning

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

    Author : Linda Andersen; Philip Andersson; [2020]
    Keywords : ;

    Abstract : Diabetic retinopathy (DR) is a complication of diabetes and is a disease that affects the eyes. It is one of the leading causes of blindness in the Western world. As the number of people with diabetes grows globally, so does the number of people affected by diabetic retinopathy. READ MORE