Neuroscience and Psychology: Electroencephalography (EEG) from Udemy

5 Star Reviews:

Fantastic explanation, I’m a Neurofeedback therapist and for the first time I listened an explanation that allowed me to understand how to read the EGG results. 5 star for the lecture
Informative course on background and how EEG works. Perfect for beginners. Would definitely recommend it.
A very interesting introduction course to the world of EEG analyses and its applications. Professor Jean-François provides an excellent, clear teaching, which leads to good understading even for those still initiating in the field of neurophysiology.
Succint but complete course, it introduces EEG very well and engages you for further learning and investigation.
A very complete compendium to get started in EEG, with many useful practical details.
This class not only taught me what I need, but was well laid out and interesting. Thank you.
Way of presentation is very good, in a short and clear way.
Loved the content and pace
Very thorough and is good for someone refreshing and potential beginners.
Very informative, well presented and provided a good all-round introduction to EEG
This was a very useful overview of EEG data collection and analysis. The presentation was clear and I found it very helpful.
Strongly recommended for people who want to have a basic understanding of human brain and some knowledge of EEG. Is well taught.
The Course is a wonderful and impactful match for me as I am working with patients on the spectrum of neurodevelopmental Disabilities. It shall definitely help me offer more meaningful services to my clients
I got accepted an internship for a neuroscience laboratory and my duty is interpreting EEG data, to be honest, I did not know many things about it but thanks to this course, I learn fundamental knowledge about it. Now, I feel ready to learn more with this internship and improve my knowledge. Thank you.
Fantastic explanation, I’m a Neurofeedback therapist and for the first time I listened an explanation that allowed me to understand how to read the EGG results. 5 star for the lecture

This course is a complete introduction to the use of electroencephalography (EEG) in cognitive neuroscience and psychology, but also in clinical settings.

Through comprehensive videos, you will learn about the fascinating science of EEG. Thanks to recent progress in neuroimaging techniques, both academic and commercial researchers, but also clinicians, are able to dive into the depths of the human brain and see how it shapes our perceptions and interactions with the world. One of the most versatile brain imaging techniques is EEG. EEG records the electrical activity that the neurones of the brain produce, by using electrodes that are placed on the scalp. Measuring electrical activity from the brain is useful because it reflects how the many different neurons in the brain network communicate with each other via electrical impulses.

This course was designed, top to bottom, by an experienced instructor who is an expert in the field of cognitive neuroscience and psychology. You will learn the basics of neuroanatomy and neurophysiology; the history of EEG; the goal behind the recording of the brain electrical activity; how EEG data are collected and analysed; how an EEG signal is transformed into an event-related potentials (ERP). The information is presented in an engaging, easy-to-understand format. It is primarily for people who want to venture into this field as well as those who are excited about cognitive neuroscience and psychology, and want to explore various applications related to the brain.

UPDATE: All videos in this course now come with complete English subtitles.

What's inside

Learning objectives

Brief introduction to neuroanatomy and neurophysiology
How to record the brain electrical activity
What is eeg and what it is used for
How we collect eeg data

How we analyse eeg data
Frequency-based analysis
Event-related potentials

Brief introduction to neuroanatomy and neurophysiology
How to record the brain electrical activity
What is eeg and what it is used for
How we collect eeg data
How we analyse eeg data
Frequency-based analysis
Event-related potentials

Syllabus

Introduction

Introduction to the course

Learn the basics of neuroanatomy and neurophysiology

Neuroanatomy: the basics

Test your knowledge about EEG with this test

Traffic lights

Read about what's good

what should give you pause

and possible dealbreakers

Provides an introduction to EEG, which is a versatile brain imaging technique used in cognitive neuroscience, psychology, and clinical settings

Explores event-related potentials (ERPs), which are key to understanding cognitive processes and how the brain responds to specific events

Covers the International 10-20 system, which is the standard for electrode placement and essential for accurate EEG data collection

Discusses EEG artifacts and methods for cleaning data, which is crucial for ensuring the reliability and validity of EEG research findings

Requires learners to understand neuroanatomy and neurophysiology, which may necessitate additional study for those without a background in biology

Reviews summary

Clear and useful eeg introduction for beginners

According to learners, this course is a fantastic introduction perfect for beginners or those needing a refresh on EEG. Students consistently highlight the excellent and clear teaching, finding the presentation style and pace to be very good. The content is described as informative and useful, providing a solid foundational understanding of how EEG works, data collection, and analysis. Many appreciated the practical details and found the course helpful for their professional work, whether in therapy, research, or clinical settings.

Course is well-organized and paced.

"This class not only taught me what I need, but was well laid out and interesting."

"Way of presentation is very good, in a short and clear way."

"Loved the content and pace"

"I found the course to be well presented and easy to follow."

Provides practical, relevant information.

"Informative course on background and how EEG works."

"Loved the content and pace"

"Very informative..."

"This was a very useful overview..."

"...thanks to this course, I learn fundamental knowledge about it. Now, I feel ready to learn more with this internship..."

Helps apply learning to real-world jobs.

"...allowed me to understand how to read the EGG results."

"The Course is a wonderful and impactful match for me as I am working with patients on the spectrum... It shall definitely help me offer more meaningful services..."

"...thanks to this course, I learn fundamental knowledge about it. Now, I feel ready to learn more with this internship..."

"This knowledge feels directly applicable to my work."

Professor explains concepts clearly.

"Professor Jean-François provides an excellent, clear teaching, which leads to good understading even for those still initiating..."

"Way of presentation is very good, in a short and clear way."

"The presentation was clear and I found it very helpful."

"Fantastic explanation, I’m a Neurofeedback therapist and for the first time I listened an explanation that allowed me to understand how to read the EGG results."

Ideal foundation for beginners/refreshers.

"Informative course on background and how EEG works. Perfect for beginners. Would definitely recommend it."

"A very interesting introduction course to the world of EEG analyses and its applications."

"Succint but complete course, it introduces EEG very well and engages you for further learning and investigation."

"A very complete compendium to get started in EEG..."

"...good for someone refreshing and potential beginners."

"Very informative, well presented and provided a good all-round introduction to EEG"

Activities

Be better prepared before your course. Deepen your understanding during and after it. Supplement your coursework and achieve mastery of the topics covered in Neuroscience and Psychology: Electroencephalography (EEG) with these activities:

Review Neuroanatomy and Neurophysiology

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Reinforce your understanding of the fundamental building blocks of the brain before diving into EEG specifics. A solid grasp of neuroanatomy and neurophysiology is crucial for interpreting EEG signals.

Browse courses on Neurophysiology

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Review basic brain structures and their functions.
Study the different types of brain cells and their roles in neural communication.
Understand how electrical signals are generated and transmitted in the brain.

Read 'Fundamentals of EEG Technology'

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Gain a deeper understanding of the technical aspects of EEG recording and analysis. This book will supplement the course material and provide a more detailed explanation of the underlying technology.

View Handbook of EEG Interpretation, Second Edition on Amazon

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Obtain a copy of 'Fundamentals of EEG Technology'.
Read the chapters related to EEG data acquisition and signal processing.
Take notes on key concepts and technical details.

Practice Electrode Placement

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Solidify your knowledge of the International 10-20 system for electrode placement. Accurate electrode placement is critical for obtaining reliable EEG data.

Show steps

Download or create a diagram of the International 10-20 system.
Practice identifying electrode locations on a mannequin head or a willing participant.
Use a measuring tape to accurately determine electrode positions.

Four other activities

Expand to see all activities and additional details

Show all seven activities

Create a Glossary of EEG Terms

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Reinforce your understanding of key EEG terminology by creating a comprehensive glossary. This will help you communicate effectively about EEG concepts.

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Identify key terms and concepts covered in the course.
Research and define each term in your own words.
Organize the glossary alphabetically and share it with other students.

Analyze Publicly Available EEG Data

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Apply your knowledge of EEG analysis techniques to real-world data. This project will give you hands-on experience with EEG data processing and interpretation.

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Find a publicly available EEG dataset (e.g., from PhysioNet).
Use software like EEGLAB or MNE-Python to preprocess and analyze the data.
Document your analysis steps and findings in a report.

Read 'The Oxford Handbook of Event-Related Potential Components'

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Deepen your understanding of event-related potentials (ERPs) and their applications in cognitive neuroscience. This handbook will provide a comprehensive overview of different ERP components and their functional significance.

View Putting Knowledge to Work on Amazon

Show steps

Obtain a copy of 'The Oxford Handbook of Event-Related Potential Components'.
Focus on chapters related to specific ERP components of interest.
Take notes on the neural generators and functional interpretations of each component.

Follow EEGLAB Tutorials

Show steps

Learn how to use EEGLAB, a popular open-source toolbox for EEG data analysis. These tutorials will guide you through the process of importing, preprocessing, and analyzing EEG data.

Show steps

Download and install EEGLAB.
Work through the introductory tutorials on the EEGLAB website.
Practice applying the techniques learned in the tutorials to your own EEG data.

Career center

Learners who complete Neuroscience and Psychology: Electroencephalography (EEG) will develop knowledge and skills that may be useful to these careers:

Neurofeedback Therapist

A neurofeedback therapist uses brain activity data, often gathered through EEG, to help clients improve their brain function. This role involves analyzing EEG results to develop personalized treatment plans and provide feedback to patients. This course is a great fit because it covers the fundamentals of how to read EEG results and understand the science behind this technology. The course's explanation of how EEG data is collected and analyzed, as well as its exploration of frequency-based analysis, may be particularly helpful for any neurofeedback therapist.

See salaries and explore the career path for Neurofeedback Therapist

Cognitive Neuroscientist

Cognitive neuroscientists study the neural mechanisms underlying cognitive processes using tools like EEG. They design experiments, collect data and analyze brain activity to understand how the brain enables perception, thought, and behavior. This course introduces core concepts, including neuroanatomy and neurophysiology, as well as the collection and analysis of EEG data. It also explains how an EEG signal is transformed into event-related potentials. This course may be useful to anyone who would like to pursue a career in cognitive neuroscience.

See salaries and explore the career path for Cognitive Neuroscientist

Research Assistant

A research assistant in a neuroscience lab helps with various aspects of research projects, including collecting and analyzing EEG data. This role involves a basic understanding of EEG principles and techniques. This course is very useful because it provides an excellent overview of practical details such as the collection, analysis, and interpretation of data, which includes signal digitalization, amplification and forwarding. The hands-on focus on technique and workflow can greatly assist a research assistant.

See salaries and explore the career path for Research Assistant

EEG Technician

An EEG technician is responsible for the practical aspects of collecting EEG data, including preparing patients, placing electrodes, and ensuring accurate recordings. This role requires a solid understanding of EEG equipment and protocols, such as those outlined in the International 10-20 system. This course may be helpful, as it covers a range of topics, from the basics of neuroanatomy and neurophysiology to the hands-on application of electrodes and the collection of data. This knowledge can assist EEG technicians in performing their jobs successfully.

See salaries and explore the career path for EEG Technician

Clinical Neurophysiologist

Clinical neurophysiologists diagnose and monitor neurological disorders by analyzing data from tests like EEG. This work requires an understanding of how brain activity relates to various neurological conditions. The course's thorough introduction to EEG, its applications in healthcare, and the analysis of brain activity may be particularly helpful to clinical neurophysiologists. Their work involves interpreting EEG data as well as having a solid foundation of electrophysiology.

See salaries and explore the career path for Clinical Neurophysiologist

Neuroscience Researcher

A neuroscience researcher investigates the nervous system, often utilizing techniques like EEG to study brain function. This role involves designing and conducting experiments, analyzing data, and publishing findings. The course introduces how an EEG signal is transformed into an event-related potential as well as provides a basis for understanding frequency-based analysis of EEG data. This course may be useful for anyone whose research includes EEG experimentation.

See salaries and explore the career path for Neuroscience Researcher

Neurology Resident

A neurology resident is training to become a neurologist, and part of their training involves interpreting EEG data to diagnose neurological conditions. This course provides a solid overview of EEG, including its history, methodology, and analysis. The course covers how EEG is used in healthcare, which may be useful for residents who will be reading EEG results every day. It provides a good foundation for further learning.

See salaries and explore the career path for Neurology Resident

Psychophysiologist

Psychophysiologists study the relationship between physiological processes and psychological states, often using EEG to measure brain activity. Their work involves an understanding of signal processing and how to interpret patterns. This course covers the main concepts of collecting and analyzing EEG signals, including frequency-based analysis and the creation of event-related potentials from EEG data. This approach complements the work of psychophysiologist.

See salaries and explore the career path for Psychophysiologist

Biomedical Engineer

Biomedical engineers develop and improve medical devices and technologies, including EEG systems. They must have a deep understanding of the underlying science in order to properly design and improve these technologies. This course explores how EEG works, including the digitization, amplification and forwarding of signals. The course provides insight into the practical aspects of EEG technology that may be useful to biomedical engineers working on EEG devices.

See salaries and explore the career path for Biomedical Engineer

Data Analyst

A data analyst working with neuroscience data may encounter EEG data. Their role involves cleaning, processing, and interpreting complex datasets. This course introduces techniques like frequency-based analysis and event-related potentials, which are common in EEG analysis. The data analysis skills taught in this course may help a data analyst handle EEG data with more confidence and expertise.

See salaries and explore the career path for Data Analyst

Psychiatric Nurse

Psychiatric nurses care for patients with mental health conditions, and may encounter EEG as a diagnostic tool. An understanding of EEG may improve their ability to assess patient needs. The content of this course which covers a brief introduction to neurophysiology and how it relates to mental health may be useful in their daily work setting. This course may also allow nurses to better understand test results.

See salaries and explore the career path for Psychiatric Nurse

Software Developer

A Software Developer working with neuroscience data may use signal processing techniques to create analysis tools. This course may be useful as it provides a basis for understanding how EEG data is collected and analyzed. While the course is not focused on software development, it provides a helpful background to those who may create analysis tools for EEG data.

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Academic Professor

Professors in neuroscience, psychology or a related field are often leading researchers, and frequently teach courses related to brain activity. This course can be useful in providing a solid foundation in EEG techniques, as well as practical information about EEG data. The course focuses on the practical aspects of EEG, and may be useful for a professor who wants to teach about this subject.

See salaries and explore the career path for Academic Professor

Science Journalist

Science journalists communicate complex scientific topics to the general public. Understanding the basics of EEG, as taught in this course, can greatly assist a journalist who needs to write about neuroscience. This course could be useful for any journalist looking to communicate the science behind EEG to a wide audience. The course provides a comprehensive overview of how EEG works and its applications.

See salaries and explore the career path for Science Journalist

Market Research Analyst

Market research analysts may use neuromarketing tools, including EEG, to understand consumer behavior. This course introduces the basics of EEG and its applications, as well as how to capture and analyze EEG data. This may be useful to any analyst who wants a basic understanding of neuromarketing techniques, and how EEG technology can be utilized.

See salaries and explore the career path for Market Research Analyst

Reading list

We've selected two books that we think will supplement your learning. Use these to develop background knowledge, enrich your coursework, and gain a deeper understanding of the topics covered in Neuroscience and Psychology: Electroencephalography (EEG).

Putting Knowledge to Work

Save

This handbook provides an in-depth overview of various ERP components and their functional significance. It is an excellent resource for understanding the neural processes underlying different cognitive functions. is more valuable as additional reading than it is as a current reference. It adds more depth to the existing course.

Putting Knowledge to Work

Paperback

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Putting Knowledge to Work

Kindle Edition

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Handbook of EEG Interpretation, Second Edition

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Provides a comprehensive overview of EEG technology, from basic principles to advanced techniques. It valuable resource for understanding the technical aspects of EEG data acquisition and analysis. This book is commonly used as a textbook at academic institutions and by industry professionals. It adds more depth to the existing course.

Handbook of EEG Interpretation, Second Edition

Kindle Edition

$$$

Neuroscience and Psychology

Electroencephalography (EEG)

What's inside

Learning objectives

Syllabus

Traffic lights

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Reviews summary

Clear and useful eeg introduction for beginners

Activities

Career center

Reading list

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