Connectionists: Course on Spectral Analysis of Experimental Data

[Axel Hutt]

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Course on Spectral Analysis of Experimental Data 
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When: May 23, 10am-5pm, d eadline for the application is May 1st. 
Where: Centre for Organismal Studies, Heidelberg 



The spectral analysis of experimental time series—for example, those obtained 
from biological systems—requires a fundamental understanding of basic principles. 
This course aims to minimize the use of mathematical formalism and instead 
explain the core concepts through numerous examples. Naturally, questions are 
warmly welcome. 

The course is intended for young researchers, including Master’s and PhD students, 
as well as Postdocs and established scientists who wish to fill potential gaps in their 
understanding. Topics to be discussed include: 

    * Sampling Theory 
    * Fourier Analysis 
    * Spectral Filters 
    * Time-Frequency Analysis (wavelets, Short-Time Fourier Transform) 
    * The concept of analytical signals (e.g. Hilbert Transform) 
    * Synchronisation (coherence, phase synchronisation) 
    * Statistical inference of spectral power 



Prerequisites: The participant should already have worked with experimental data and 
should have a basic knowledge of applied mathematics. 

Lecturer: Axel Hutt, INRIA 
Registration: please find the application form [ https://forms.gle/N8LmmCoALLuKgsfg6 | HERE ] . The workshop is free of charge. 

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