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EEG Signal Processing BIG Tutorial

Basics: EEG models, Digital Filters and Electrophisiological considerations

  • The neurophysiological bases of EEG and EEG measurement: A review for the rest of us, Jackson, 2014
  • Digital filter design for electrophysiological data - A Practical Approach, Widmann, 2014
  • How inappropriate high‐pass filters can produce artifactual effects and incorrect conclusions in ERP studies of language and cognition, Tanner, 2015
  • The origin of extracellular fields and currents-EEG, ECoG, LFP and spikes, buzsaki

Books

  • The Oxford Handbook of Event Related Potentials Components, Luck:
  • EEG Methods for the Physiological Sciences, Dicter This book describes a method to identify oscilatory components from ERPs.
  • An introduction to Event-Related Potential Technique, Luck
  • Niedermayer's Electroencephalography, Schomer
  • EEG Signal Processing, Sanei
  • Handbook of Psychophisiology, Caciopo
  • Signal Processing for Neuroscientists, Wim Van Vrongeler
  • Analyzing Neural Time Series, Mike Cohen
  • Imaging Brain Function with EEG, Quian Quiroga
  • Research Methods for Cognitive Neurosciences, Newman.
  • Closed Loop Neuroscience, El Hady
  • Observed Brain Dynamics, Mitra
  • An introduction to Statistical Signal Processing, Gray & Davidson