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PSYC 506

Introduction to Electroencephalography (EEG)

EEG sits at the intersection of cognitive neuroscience and signal processing, and this course treats it as both a theoretical lens on how the brain supports perception, attention, memory, and action, and as a hands-on craft you actually have to learn by doing. You'll record real data in the Aysel Sabuncu Brain Research Center lab, work through preprocessing and analysis of ERPs and cortical oscillations using the Luck and Cohen textbooks, and ultimately design your own experiment and write a research proposal. It's a natural next step if you've taken cognitive or biological psychology and want a concrete method to carry into a thesis, MA, or PhD — fMRI gives you where, but EEG gives you when, down to the millisecond.

Credit3ECTS5FacultyFaculty of Economics, Administrative, and Social SciencesBölümPsychology

Değerlendirme 100% — 5 adım

20%
20%
30%
20%
10%
Oral presentation Article presentation 20%
Project Research proposal 20%
Lab work Programming assignments 30%
Midterm Midterm exam 20%
In-class participation Participation 10%

Önerilen kaynaklar 2 kitap

📖
Önerilen
Introduction to the event-related potential technique
Steven J. Luck, MIT Press
📖
Önerilen
Analyzing neural time series data
Mike X. Cohen, MIT Press

Haftalık müfredat 14 hafta

Hafta 1
Introduction to EEG
Hafta 2
Hands-on EEG recording
Hafta 3
Preprocessing
Hafta 4
Event-related potentials (ERPs)
Hafta 5
Cortical oscillations
Hafta 6
Spring break
Hafta 7
Midterm exam
Hafta 8
ERPs and cortical oscillations: Attention
Hafta 9
ERPs and cortical oscillations: Perception and decision making
Hafta 10
ERPs and cortical oscillations: Memory
Hafta 11
ERPs and cortical oscillations: Language
Hafta 12
ERPs and cortical oscillations: Motor responses
Hafta 13
Advanced techniques: Pattern classification and BCIs
Hafta 14
Project work

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Course Learning Outcomes: Course Learning Outcome Assessment Have a basic understanding of the electrophysiology of perception, cognition, and action Have a basic understanding of EEG data recording and analysis Have a basic understanding of EEG experimental design Be able to write a research proposal that utilizes EEG

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