Essays about: "Single Frequency Networks"

Showing result 11 - 15 of 52 essays containing the words Single Frequency Networks.

  1. 11. Classification of EEG Data Using Convolutional Neural Networks and the Scaled Reassigned Spectrogram

    University essay from Lunds universitet/Matematisk statistik

    Author : Karin Pagels; [2021]
    Keywords : Mathematics and Statistics;

    Abstract : Electroencephalography (EEG) is a medical technique for measuring brain activity through several channels connected to the scalp. Interpreting EEG data is a difficult problem because of the large amount of noise contained in the data. READ MORE

  3. 12. Investigating the Spectral Bias in Neural Networks

    University essay from KTH/Matematik (Avd.)

    Author : Filip Thor; [2021]
    Keywords : spectral bias; frequency principle; neural networks; machine learning; applied mathematics; spectral bias; neurala nätverk; maskininlärning; tillämpad matematik;

    Abstract : Neural networks have been shown to have astounding performance on a variety of different machine learning tasks and data sets, both for synthetic and real-world data.However, in spite of their widespread usage and implementation, the convergence and the training dynamics of neural networks are neither trivial, nor completely understood. READ MORE

  4. 13. Statistics and Machine Learning for Classification of Emotional and Semantic Content of EEG

    University essay from Lunds universitet/Matematisk statistik

    Author : Oskar Keding; David Ohlin; [2021]
    Keywords : Machine Learning; machine; learning; neural; network; statistics; EEG; emotion; semantic; emotional; signal; processing; reassignment; time-frequency; spectrogram; brain processing; bci; CNN; convolutional; Mathematics and Statistics;

    Abstract : Interpreting EEG measurements is of great relevance, both for developing underlying neuroscientific theory and improving existing applications. In this study, two networks with different approaches to time-frequency analysis and feature selection are compared on simulated and real data for semantic and emotional perception. READ MORE

  5. 14. Statistics and machine learning for classification of emotional and semantic content of EEG

    University essay from Lunds universitet/Teknisk matematik (CI); Lunds universitet/Institutionen för reglerteknik

    Author : David Ohlin; Oskar Keding; [2021]
    Keywords : Technology and Engineering;

    Abstract : Interpreting EEG measurements is of great relevance, both for developing underlying neuroscientific theory and improving existing applications. In this study, two networks with different approaches to time-frequency analysis and feature selection are compared on simulated and real data for semantic and emotional perception. READ MORE

  6. 15. Wi-Fi 6E Performance Evaluation in Industrial Scenarios

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

    Author : Wenqi Rong; [2021]
    Keywords : Wi-Fi 6E; Industrial Wi-Fi; IEEE 802.11ax; Industry 4.0; Wireless local area networks; Industrial application; Wi-Fi 6E; Industrial Wi-Fi; IEEE 802.11ax; Industry 4.0; Trådlösa lokala nätverk; Industriell applikation;

    Abstract : As Industry 4.0 keeps approaching, the quality of data communication in industrial scenarios is increasingly important to support a high degree of automation and intelligence in factories. READ MORE