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Hello there! This channel offers lecture materials and tutorials on the following subjects:

1. Brain-Computer Interfaces
2. EEG & MEG data analysis
3. Machine Learning
4. Microcontrollers & Digital Logic

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Tags

Machine Learning
Brain-Computer Interfaces
Brain-Machine Interfaces
EEG
EMG
MEG
MNE
Python
Scientific Computing
Deep-Learning
Brain
Brain Data
Neural Networks

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Popular videos
Berdakh Abibullaev (EEG, BCI & Machine learning)
L8: MNE tutorial Part #1 - Load and Segment continuous EEG data
00:29:48
L8: MNE tutorial Part #1 - Load and Segment continuous EEG data

68,933 views

5 years ago

Berdakh Abibullaev (EEG, BCI & Machine learning)
MNE-Python Tutorial for EEG and MEG data analysis and visualization.
00:56:01
MNE-Python Tutorial for EEG and MEG data analysis and visualization.

30,898 views

5 years ago

Berdakh Abibullaev (EEG, BCI & Machine learning)
L18 : The analysis and classification of Motor-Imagery EEG data (BCI competition IV)
00:33:29
L18 : The analysis and classification of Motor-Imagery EEG data (BCI competition IV)

19,206 views

5 years ago

Berdakh Abibullaev (EEG, BCI & Machine learning)
L9: MNE tutorial part #2 - EEG/ERP Visualization and Time-Frequency Analysis
00:24:53
L9: MNE tutorial part #2 - EEG/ERP Visualization and Time-Frequency Analysis

17,931 views

5 years ago

Berdakh Abibullaev (EEG, BCI & Machine learning)
How to import EEG Matlab data into MNE-Python
00:09:19
How to import EEG Matlab data into MNE-Python

10,373 views

4 years ago

Berdakh Abibullaev (EEG, BCI & Machine learning)
L10: Overview of artifact and noise detection in EEG/MEG
00:31:59
L10: Overview of artifact and noise detection in EEG/MEG

8,350 views

5 years ago

Berdakh Abibullaev (EEG, BCI & Machine learning)
ROBT206: Lecture 6 (part 1) - Circuit Optimization - Karnaugh maps
00:48:59
ROBT206: Lecture 6 (part 1) - Circuit Optimization - Karnaugh maps

7,465 views

5 years ago

Berdakh Abibullaev (EEG, BCI & Machine learning)
ROBT206: Lecture 7 - Karnaugh Map (don't cares, prime implicants)
00:23:06
ROBT206: Lecture 7 - Karnaugh Map (don't cares, prime implicants)

6,408 views

5 years ago

Berdakh Abibullaev (EEG, BCI & Machine learning)
Importing the BCI Competition IV dataset into MNE-Python
00:06:21
Importing the BCI Competition IV dataset into MNE-Python

4,805 views

4 years ago

Berdakh Abibullaev (EEG, BCI & Machine learning)
Introduction to Motor-Imagery based Brain-Computer Interfaces
00:36:23
Introduction to Motor-Imagery based Brain-Computer Interfaces

4,383 views

5 years ago

Berdakh Abibullaev (EEG, BCI & Machine learning)
ROBT206 - Microcontrollers - Lecture 4: Gate Circuits and Boolean Equations
00:57:49
ROBT206 - Microcontrollers - Lecture 4: Gate Circuits and Boolean Equations

3,940 views

5 years ago

Berdakh Abibullaev (EEG, BCI & Machine learning)
PyTorch for Brain-Computer Interfaces
00:55:35
PyTorch for Brain-Computer Interfaces

3,228 views

5 years ago

MNE Python
Berdakh Abibullaev (EEG, BCI & Machine learning)
L8: MNE tutorial Part #1 - Load and Segment continuous EEG data
00:29:48
L8: MNE tutorial Part #1 - Load and Segment continuous EEG data

68,933 views

5 years ago

Berdakh Abibullaev (EEG, BCI & Machine learning)
L9: MNE tutorial part #2 - EEG/ERP Visualization and Time-Frequency Analysis
00:24:53
L9: MNE tutorial part #2 - EEG/ERP Visualization and Time-Frequency Analysis

17,931 views

5 years ago

Berdakh Abibullaev (EEG, BCI & Machine learning)
L10: Overview of artifact and noise detection in EEG/MEG
00:31:59
L10: Overview of artifact and noise detection in EEG/MEG

8,350 views

5 years ago

Berdakh Abibullaev (EEG, BCI & Machine learning)
L18 : The analysis and classification of Motor-Imagery EEG data (BCI competition IV)
00:33:29
L18 : The analysis and classification of Motor-Imagery EEG data (BCI competition IV)

19,206 views

5 years ago

Berdakh Abibullaev (EEG, BCI & Machine learning)
PyTorch for Brain-Computer Interfaces
00:55:35
PyTorch for Brain-Computer Interfaces

3,228 views

5 years ago

Berdakh Abibullaev (EEG, BCI & Machine learning)
MNE-Python Tutorial for EEG and MEG data analysis and visualization.
00:56:01
MNE-Python Tutorial for EEG and MEG data analysis and visualization.

30,898 views

5 years ago

Berdakh Abibullaev (EEG, BCI & Machine learning)
How to import EEG Matlab data into MNE-Python
00:09:19
How to import EEG Matlab data into MNE-Python

10,373 views

4 years ago

Berdakh Abibullaev (EEG, BCI & Machine learning)
Importing the BCI Competition IV dataset into MNE-Python
00:06:21
Importing the BCI Competition IV dataset into MNE-Python

4,805 views

4 years ago

Berdakh Abibullaev (EEG, BCI & Machine learning)
Pybrain: MRI analysis in Python using Nipype, Nilearn and more
05:37:17
Pybrain: MRI analysis in Python using Nipype, Nilearn and more

16,277 views

5 years ago

Brain-Computer Interfaces
Berdakh Abibullaev (EEG, BCI & Machine learning)
L1: Introduction to Brain-Computer Interfaces
00:27:54
L1: Introduction to Brain-Computer Interfaces

2,437 views

5 years ago

Berdakh Abibullaev (EEG, BCI & Machine learning)
L2: How does a BCI work?
00:47:35
L2: How does a BCI work?

1,827 views

5 years ago

Berdakh Abibullaev (EEG, BCI & Machine learning)
L3: BCI decoding challenges
00:31:30
L3: BCI decoding challenges

1,234 views

5 years ago

Berdakh Abibullaev (EEG, BCI & Machine learning)
L4: Human Brain Structure and Function.
00:41:40
L4: Human Brain Structure and Function.

600 views

5 years ago

Berdakh Abibullaev (EEG, BCI & Machine learning)
L5: Introduction EEG generation mechanism and the EPSP & IPSP process
00:35:17
L5: Introduction EEG generation mechanism and the EPSP & IPSP process

1,692 views

5 years ago

Berdakh Abibullaev (EEG, BCI & Machine learning)
L6: Event-Related Potentials
00:59:35
L6: Event-Related Potentials

1,838 views

5 years ago

Berdakh Abibullaev (EEG, BCI & Machine learning)
L7: ERP multivariate features
00:37:47
L7: ERP multivariate features

522 views

5 years ago

Berdakh Abibullaev (EEG, BCI & Machine learning)
L8: MNE tutorial Part #1 - Load and Segment continuous EEG data
00:29:48
L8: MNE tutorial Part #1 - Load and Segment continuous EEG data

68,933 views

5 years ago

Berdakh Abibullaev (EEG, BCI & Machine learning)
L9: MNE tutorial part #2 - EEG/ERP Visualization and Time-Frequency Analysis
00:24:53
L9: MNE tutorial part #2 - EEG/ERP Visualization and Time-Frequency Analysis

17,931 views

5 years ago

Berdakh Abibullaev (EEG, BCI & Machine learning)
L10: Overview of artifact and noise detection in EEG/MEG
00:31:59
L10: Overview of artifact and noise detection in EEG/MEG

8,350 views

5 years ago

Berdakh Abibullaev (EEG, BCI & Machine learning)
L18 : The analysis and classification of Motor-Imagery EEG data (BCI competition IV)
00:33:29
L18 : The analysis and classification of Motor-Imagery EEG data (BCI competition IV)

19,206 views

5 years ago

Berdakh Abibullaev (EEG, BCI & Machine learning)
FieldTrip Toolbox - ERP visualization tutorial (silent)
00:11:36
FieldTrip Toolbox - ERP visualization tutorial (silent)

2,274 views

5 years ago