Harish Chintakunta - Topological Data Analysis and Signal Processing

Harish Chintakunta - Topological Data Analysis and Signal Processing

Applied Algebraic Topology Network via YouTube Direct link

Effect of embedding dimension

4 of 16

4 of 16

Effect of embedding dimension

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Harish Chintakunta - Topological Data Analysis and Signal Processing

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  1. 1 Intro
  2. 2 Takens' embedding
  3. 3 Trigonometric polynomials
  4. 4 Effect of embedding dimension
  5. 5 Experiment
  6. 6 Effect of higher order harmonics
  7. 7 Effect of number of points
  8. 8 Sampling noise
  9. 9 Classification performance of STFT VS
  10. 10 Predicting epileptic seizures
  11. 11 Sample time signals
  12. 12 Cyclicity response vs STFT
  13. 13 Detecting oscillations in the power grid
  14. 14 Comparative studies
  15. 15 Synthetic Signals
  16. 16 Prony analysis

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