BCI-NFB based on EEG signal for neurosciences workshop
REMOTE SESSION

Day 1: Fundamentals of BCI

BCI and EEG fundamentals

BCI Definition
Historical overview of BCI
BCI applications
BCI Real-world examples
Neuphysiology
EEG signal
Brain waves
Event related potential
EEG hardware

Installation
Open Vibe Acquisition server overview
Open Vibe designer overview
Signal filtering
Artifact removal
Hands-on with Open Vibe

Getting started with Open vibe

Fundamentals of EEG based BCI

Day 2: Open vibe

Processing of EEG for BCI and NFB

Segmentation
Averaging
Power spectral density
Wavelets
Spatial filters

Implementation of afore-mentionned signal processing techniques

Signal processing and visualisation with Open Vibe

Signal processing

Day 3: Machine learning and BCI paradigms

P300
SSVEP
Motor Imagery
Neurofeedback

Supervised vs unsupervised
Classification vs regression
Curse of dimensionality and overfitting
Dimensionality reduction

SVM
LDA
K-NN

Feature selection
Classifier training methods
Classifier implementation

Main BCI paradigms

Introduction to Machine Learning

Machine Learning classifier for BCI

Machine Learning with Open Vibe

Day 4: BCI in practice

Human factor

Ergonomics
Usability
User expererience

Defining objectives
Choosing a pipeline
Provide training

Privacy
Autonomy
Informed consent

Overview of BCI trends

Q&A session

Q&A session

Designing a BCI scenario

Ethics

A glimpse of the future

Difficulty: Intermediate

BOOK YOUR DATE

21-22 of October / 21-22 of November / 12-13 of December

Total Price : 200 euros (VAT excluded)

Pay now 50 euros (VAT excluded) to book your date and 150 euros (VAT excluded) before 30 days from the start of the session

4 Day-workshop in remote session

Any doubt or question, do not hesitate to contact us !

Contact

BCI-NFB based on EEG signal for neurosciences workshopREMOTE SESSION