Sökning: "4X"

Visar resultat 6 - 10 av 21 uppsatser innehållade ordet 4X.

1. 6. Leveraging Artificial Intelligence For Sustained Organizational Competitive Advantage : A Study In Natural Language Processing And Dynamic Capabilities

   Master-uppsats, KTH/Industriell ekonomi och organisation (Inst.); KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Författare :Diar Sabri Ayoub; [2021]
   Nyckelord :Artificial Intelligence; Natural Language Processing; Document Retrieval; Strategic Management; Dynamic Capabilities; Competitive Advantage; Artificiell Intelligens; Naturlig Språkbehandling; Dokumenthämtning; Strategisk Ledning; Dynamiska Förmågor; Konkurrensfördelar;

   Sammanfattning : Technologies such as Artificial Intelligence (AI) and Machine Learning (ML)are disrupting industries worldwide and are being categorized as drivers of a technological revolution. The economic impact is hypothesized to amount to hundreds of billions of US dollars in losses of wages, affecting governmental tax revenue streams consequentially. LÄS MER

3. 7. Social Distancing AI: Using super-resolution to train an object detection model on low resolution images

   Kandidat-uppsats, Lunds universitet/Matematisk statistik

   Författare :Dennis Hein; [2020]
   Nyckelord :Mathematics and Statistics;

   Sammanfattning : This paper addresses the following hypothetical situation: suppose that we want to train an object detection algorithm but that only low resolution data is available. As a tentative solution to this problem, this paper suggest to first super-resolve the low resolution data to obtain higher resolution data that is then fed to the object detection algorithm. LÄS MER

4. 8. Using CRISPR/Cas9 to regulate enzyme expression levels in the Weimberg pathway for optimal xylose consumption in Saccharomyces cerevisiae

   Master-uppsats, Lunds universitet/Teknisk mikrobiologi

   Författare :Anna Heiling; [2020]
   Nyckelord :Yeast; Weimberg pathway; xylose consumption; Applied Microbiology; Teknisk mikrobiologi; Chemistry; Technology and Engineering;

   Sammanfattning : Saccharomyces cerevisiae is a commonly used industrial organism which cannot consume xylose naturally. This is a problem since xylose is a major component in renewable resources, for instance lignocellulose. The Weimberg pathway is a pathway that converts xylose into α-ketoglutarate. It has been successfully integrated into S. LÄS MER

5. 9. Squeezing and Accelerating Neural Networks on Resource Constrained Hardware for Real Time Inference

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

   Författare :Matteo Presutto; [2019]
   Nyckelord :Neural Networks; Quantization; DSP; Inference; neurala nätverk; kvantisering; DSP; inferens;

   Sammanfattning : As the internet user base increases over the years, so do the logistic difficulties of handling higher and higher volumes of data. This large amount of information is now being exploited by Artificial Intelligence algorithms to deliver value to our society on a global scale. LÄS MER

7. 10. Accelerating CNN on FPGA : An Implementation of MobileNet on FPGA

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

   Författare :Yulan Shen; [2019]
   Nyckelord :CNN; FPGA acceleration; Deep Learning; MobileNet; Image classification; Computer vision;

   Sammanfattning : Convolutional Neural Network is a deep learning algorithm that brings revolutionary impact on computer vision area. One of its applications is image classification. However, problem exists in this algorithm that it involves huge number of operations and parameters, which limits its possibility in time and resource restricted embedded applications. LÄS MER