Sökning: "Takens Embedding Theorem"

Hittade 3 uppsatser innehållade orden Takens Embedding Theorem.

  1. 1. Analysis and modelling of grooming behaviour of mice

    Master-uppsats, KTH/Fysik

    Författare :Wilhelm Sjöstedt; [2022]
    Nyckelord :Theoretical physics; Neuroscience; Embedded systems; Complex systems; Teoretisk fysik; Neurovetenskap; Inbyggda system; Komplexa system;

    Sammanfattning : Mapping dynamical motion to neural brain activity is one of many challenges in the field of neuroscience. Further knowledge in this area could provide useful insights in fields such as medical treatment of brain disorders. LÄS MER

  3. 2. An exploration of topological properties of high-frequency one-dimensional financial time series data using TDA

    Master-uppsats, KTH/Matematisk statistik

    Författare :Patrick Truong; [2017]
    Nyckelord :;

    Sammanfattning : Topological data analysis has been shown to provide novel insight in many natural sciences. To our knowledge, the area is however relatively unstudied on financial data. This thesis explores the use of topological data analysis on one dimensional financial time series. LÄS MER

  4. 3. Financial time series analysis : Chaos and neurodynamics approach

    Kandidat-uppsats, Datateknik

    Författare :Antonio Sawaya; [2010]
    Nyckelord :Chaos; fractals; neural networks; cognitive process. time series; stock markets; finance; artificial intelligence; Hurst; Lyapunov; Takens Embedding Theorem; Monte Carlo simulation; predictive modeling;

    Sammanfattning : This work aims at combining the Chaos theory postulates and Artificial Neural Networks classification and predictive capability, in the field of financial time series prediction. Chaos theory, provides valuable qualitative and quantitative tools to decide on the predictability of a chaotic system. LÄS MER