EEG Resources
Deep Learning Model
EEGNet
Paper: https://arxiv.org/pdf/1611.08024.pdf
Fundamental of Brain
Brain Rhythms: Functional Brain Networks Mediated by Oscillatory Neural Coupling
Explain how does the brain react to a stimulus and the coupling of frequency bands and cortex
The Nervous System
Review of how the neuron generates the signal. Neuron, Neurotransmitter, and Action Potential
Signal Processing
Fundamentals of neuronal oscillations and synchrony
This is about is how to interpret EEG signals, including Fourier transform and wavelet (high-level understanding)
Lecture 3 Signal Processing In BCIs
Lecture 3.2 Major Filter Classes
All about the filter. Spatial filter, Temporal Filter
Lecture 7. Oscillatory Process
Explain the basis of “Motor Imaginary Classification using Common Spatial Patterns (CSP)”
- Lecture 7.1 Basics and Examples
- Lecture 7.2 The Spatial Filter Problem
- Lecture 7.3 Common Spatial Patterns
EEG Courses
Mike X Cohen
This channel is about EEG + python + MATLAB madness. They explain everything / more than you need to know about EEG. Channel Link
Neural Signal processing and analysis: Zero to Hero series