Essays about: "Linear Dynamics"

Showing result 6 - 10 of 327 essays containing the words Linear Dynamics.

  1. 6. Sentiment-Driven Cryptocurrency Price Prediction : A Comparative Analysis of AI Models

    University essay from Blekinge Tekniska Högskola/Institutionen för datavetenskap

    Author : Jammithri Kotapati; Suma Vendrapu; [2023]
    Keywords : Artificial Intelligence; Cryptocurrency Prices; News Articles; Sentiment Analysis; Social Media Posts. ii;

    Abstract : Background: In the last few years, there has been rapid growth in the use of cryptocurrency, as it is a form of digital currency and was developed using blockchain technology, so it is almost impossible to counterfeit cryptocurrency. Due to these features, it has attracted a lot of popularity and attention in the market. READ MORE

  3. 7. On Linear Mode Connectivity up to Permutation of Hidden Neurons in Neural Network : When does Weight Averaging work?

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

    Author : Adhithyan Kalaivanan; [2023]
    Keywords : Mode Connectivity; Representation Learning; Loss Landscape; Network Symmetry; Lägesanslutning; representationsinlärning; förlustlandskap; nätverkssymmetri;

    Abstract : Neural networks trained using gradient-based optimization methods exhibit a surprising phenomenon known as mode connectivity, where two independently trained network weights are not isolated low loss minima in the parameter space. Instead, they can be connected by simple curves along which the loss remains low. READ MORE

  4. 8. Parallel Operation of Grid-Forming Power Inverters

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

    Author : Alessia Camboni; [2023]
    Keywords : ;

    Abstract : The use of renewable energy sources has been increasing during the last few years, both to obtain a less impacting energy production, and because of the limited fossil resources. Renewable sources are connected to the grid using inverters, which can be controlled in two main modes, grid-following, and grid-forming. READ MORE

  5. 9. Unlocking the AI Advantage: Investigating the Impact of AI Patents on Firm Earnings and Industry Dynamics : A Comprehensive Investigation of the Influence of AI Patent Ownership on Corporate Financial Performance

    University essay from Umeå universitet/Företagsekonomi

    Author : Timothy Maher; Niklas Schaffelke; [2023]
    Keywords : Artificial Intelligence; Patents; Financial performance; Innovation; Resource-based view;

    Abstract : This study aimed to investigate the relationship between AI patents owned by companies, company earnings, industry type, and company size. The research question guiding the study was: How do AI patents owned by companies affect their earnings, and do these effects differ across industries and company sizes? Three hypotheses were developed to explore this question: 1. READ MORE

  6. 10. Understanding Access to Clean Cooking Fuels in Kenya

    University essay from KTH/Skolan för industriell teknik och management (ITM)

    Author : Manuel Enrique Salas Salazar; [2023]
    Keywords : ;

    Abstract : Adoption of clean cooking fuels is conditioned by factors known as barriers and enablers, which characterize the decision-making environment of a household. Access to clean cooking is a target part of the Sustainable Development Goals, yet it currently stands at 19.5% in Kenya. READ MORE