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neural signal processing

Status: Running process

General Objective: Know, understand and develop skills in the acquisition and digital processing of neural signals and EEG.

Participants:

  • espe
  • POCH
  • UPS

Organizers:

  • Ana Guaman
  • Nancy Paredes
  • Andres Arcentales
  • Ximena Trujillo
  • Neiser Ortiz
  • edward pinos
  • freddy good

Investigation area:

  • Biomedical Digital Signal Processing
  • Biomedical Instrumentation
  • biomedical engineering
  • neural engineering

Contents:

  • Fundamentals of neurophysiology (12 hours).
  • Fundamentals of Biomedical Instrumentation (Electroencephalographic EEG brain electrical activity signal acquisition) (14 hours)
  • Introduction to probabilities and stochastic processes (12 hours)
  • Pre-processing of EEG signals (11 hours)
  • Temporal analysis of EEG signals. Brain rhythms. Evoked Potential and Event Related Potential (11 hours)
  • Spectral analysis of the EEG signal. Power spectral density estimators and the coherence function. Synchronization/Desynchronization related to events. Objective detection of brain response. (12 hours)
  • Time-frequency analysis. (8 hours)