Essays about: "filter networks"

Showing result 21 - 25 of 117 essays containing the words filter networks.

  1. 21. Extracting relevant answer phrases from text : For usage in reading comprehension question generation

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

    Author : Filippa Kärrfelt; [2022]
    Keywords : Answer phrase extraction; Question generation; BERT; Reading comprehension; Neural networks; Extrahering av svarsfraser; Frågegenerering; BERT; Läsförståelse; Neurala nätverk;

    Abstract : This report presents a method for extracting answer phrases, suitable as answers to reading comprehension questions, from Swedish text. All code used to produce the results is available on github*. The method is developed using a Swedish BERT, a pre-trained language model based on neural networks. READ MORE

  3. 22. Compare Accuracy of Alternative Methods for Sound Classification on Environmental Sounds of Similar Characteristics

    University essay from Stockholms universitet/Statistiska institutionen

    Author : Olov Rudberg; [2022]
    Keywords : Machine Learning; Algorithms; Neural Networks; Computer Vision; Image Recognition; Environmental Sound Classification; Data Augmentation;

    Abstract : Artificial neural networks have in the last decade been a vital tool in image recognition, signal processing and speech recognition. Because of these networks' ability to be highly flexible, they suit a vast amount of different data. This flexible attribute is very sought for within the field of environmental sound classification. READ MORE

  4. 23. Exploring improvements of wind power forecasts using Convolutional Neural Networks and Time Series Analysis

    University essay from Lunds universitet/Matematisk statistik

    Author : Jakob Nabialek; [2022]
    Keywords : wind power forecasting; convolutional neural networks; kalman filter; electricity market; day-ahead market; Mathematics and Statistics;

    Abstract : Due to environmental considerations, volumes of renewable power production are rapidly growing, and its share of the energy pool is increasing. The inter- mittent nature of wind power, being one of the main renewable energy sources, is a challenge when generating production forecasts. READ MORE

  5. 24. Designing Convolutional Neural Networks for Classification of Metastatic Tissue in the Lymph Nodes : Evaluation of the Effect of Feature Map Distributions Across Convolutional Layers on Network Performance

    University essay from KTH/Datavetenskap

    Author : Pere Ginebra Solanellas; [2022]
    Keywords : ;

    Abstract : Cancer is one of the leading causes of mortality in the world. It is estimated that about 20% of males and 17% of females will suffer it at some point in their lives, while 13% of males and 9% of females will die from it [1]. Cancer is caused by abnormal cell growth which can spread through the body in a process called metastasis. READ MORE

  6. 25. Development of a Deep-space-capable Navigation System for the Hugin Space Exploration Technology Demonstration Satellite Mission

    University essay from Luleå tekniska universitet/Rymdteknik

    Author : Axel Widenfelt; [2021]
    Keywords : Autonomous optical navigation; Autonom optisk navigering;

    Abstract : Development of autonomous in-fight navigation capability for a CubeSat mission is a challenging task, often ignored in favour of relying on a Global Navigation Satellite System (GNSS). However, the potential value in solving this problem becomes great for deep-space missions where such networks have limited coverage. READ MORE