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Torrent Contents Size: 4.1 GB

Udemy - Neural Signal Processing and Applied AI

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1 - Advanced Foundations of Neural Signal Processing

1. 1 1 The Mathematics of Neural Signals.mp4

MP4

214.7 MB

2 - Frequency Domain & Time Frequency Decomposition

3 - Spatial Filtering & Advanced Feature Engineering

10. 3 2 Riemannian Geometry for EEG.mp4

MP4

229.5 MB

11. 3 3 Source Localization (Beginner Level).mp4

MP4

318.6 MB

12. Hands on Lab 3.html

HTML

7.3 KB

4 - Advanced EEG EMG Modeling with Machine Learning & AI

13. 4 1 Classical ML Approaches.mp4

MP4

228.8 MB

14. 4 2 Deep Learning for Neural Signals.mp4

MP4

197.5 MB

15. 4 3 Transformers for EEG EMG.mp4

MP4

232 MB

16. Hands on Lab 4.html

HTML

7.6 KB

5 - Practical Tools MNE + BrainFlow + Python Ecosystem

17. 5 1 MNE Python Advanced Workflows.mp4

MP4

219.9 MB

18. 5 2 BrainFlow for Real Time BCIs.mp4

MP4

176.5 MB

19. 5 3 Combining MNE + BrainFlow.mp4

MP4

154.5 MB

20. Hands on Lab 5.html

HTML

8.5 KB

6 - Advanced BCI System Engineering

21. 6 1 Feature Pipelines for Real Time BCI.mp4

MP4

254.8 MB

22. 6 2 Calibration Free & Transfer Learning Approaches.mp4

MP4

231.5 MB

23. 6 3 Building End to End BCI Systems.mp4

MP4

204.6 MB

24. Hands on Lab 6.html

HTML

8.6 KB

7 - Ethics Reliability & Research Level Design

25. 7 1 Experimental Design for High Quality Neural Data.mp4

MP4

265.1 MB

9. 3 1 Common Spatial Patterns (CSP).mp4

MP4

196.3 MB

5. 2 1 Spectral Analysis Techniques.mp4

MP4

255.6 MB

6. 2 2 Wavelet Transformations for EEG.mp4

MP4

129.9 MB

7. 2 3 Hilbert Huang Transform (HHT).mp4

MP4

188 MB

8. Hands on Lab 2.html

HTML

4.2 KB

2. 1 2 Noise Artefact Modeling & Removal.mp4

MP4

253 MB

3. 1 3 Understanding Cognitive and Motor Rhythms (µ β γ).mp4

MP4

203.4 MB

4. Hands on Lab.html

HTML

3.6 KB

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Udemy - Neural Signal Processing and Applied AI

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