Essays about: "Takens Embedding Theorem"

Found 3 essays containing the words Takens Embedding Theorem.

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

   University essay from KTH/Fysik

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

   Abstract : 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. READ MORE

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

   University essay from KTH/Matematisk statistik

   Author : Patrick Truong; [2017]
   Keywords : ;

   Abstract : 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. READ MORE

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

   University essay from Datateknik

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

   Abstract : 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. READ MORE