Sökning: "ACTIVATION FUNCTIONS"

Visar resultat 21 - 25 av 75 uppsatser innehållade orden ACTIVATION FUNCTIONS.

  1. 21. Survivability Prediction and Analysis using Interpretable Machine Learning : A Study on Protecting Ships in Naval Electronic Warfare

    Master-uppsats, Linköpings universitet/Statistik och maskininlärning

    Författare :Sidney Rydström; [2022]
    Nyckelord :Electronic warfare; machine learning; statistics; Artificial Neural Networks; ANN; multi-layer perceptron; multi-task learning; interpretable machine learning; Shapley values; kernel SHAP;

    Sammanfattning : Computer simulation is a commonly applied technique for studying electronic warfare duels. This thesis aims to apply machine learning techniques to convert simulation output data into knowledge and insights regarding defensive actions for a ship facing multiple hostile missiles. LÄS MER

  3. 22. An Empirical Study on the Generation of Linear Regions in ReLU Networks : Exploring the Relationship Between Data Topology and Network Complexity in Discriminative Modeling

    Master-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Författare :Petter Eriksson; [2022]
    Nyckelord :Neural networks; Linear regions; Activation patterns; Piecewise linear activation functions; Data; Curvature; Neurala nätverk; Linjära regioner; Styckvis linjära aktiveringsfunktioner; Data; Krökning;

    Sammanfattning : The far-reaching successes of deep neural networks in a wide variety of learning tasks have prompted research on how model properties account for high network performance. For a specific class of models whose activation functions are piecewise linear, one such property of interest is the number of linear regions that the network generates. LÄS MER

  4. 23. In your dreams! : The neural correlates of lucid dreaming

    Kandidat-uppsats, Högskolan i Skövde/Institutionen för biovetenskap

    Författare :Markus Gustafsson; [2022]
    Nyckelord :EEG; fMRI; lucid dreaming; self-awareness; volition;

    Sammanfattning : While dreaming, one lacks the understanding that what is experienced is self-generated hallucinatory contents of consciousness. However, during dreaming there is a rare state called lucid dreaming. The minimal requirement for a dream to be considered lucid is that one is self-aware that one is currently sleeping. LÄS MER

  5. 24. Engagement Recognition in an E-learning Environment Using Convolutional Neural Network

    Master-uppsats, Blekinge Tekniska Högskola/Institutionen för datavetenskap

    Författare :Zeting Jiang; Kaicheng Zhu; [2021]
    Nyckelord :Object recognition; Deep Learning; Distance learning;

    Sammanfattning : Background. Under the current situation, distance education has rapidly become popular among students and teachers. This educational situation has changed the traditional way of teaching in the classroom. Under this kind of circumstance, students will be required to learn independently. LÄS MER

  7. 25. Digital Maturity and Organizational Resilience during Crisis : An Exploratory Single Case Study within B2B Sales Interactions during COVID-19

    Uppsats för yrkesexamina på avancerad nivå, Luleå tekniska universitet/Institutionen för ekonomi, teknik och samhälle

    Författare :Mattias Blomkvist; Anton Eling; [2021]
    Nyckelord :Digitalization; Digital Maturity; Organizational Resilience; Sales Interactions; business-to-business B2B ; Digitalisering; Digital Mognad; Organisatorisk Motståndskraft; Sälj interaktioner; business-to-business B2B ;

    Sammanfattning : Over the past decade, digitalization has played an increasingly important and prominent role in the competitiveness of businesses. The pace of digitalization is not slowing down and has only intensified rapidly over recent years. LÄS MER