brain-computer-interface-classification

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mwasifanwar / biosignal-ai

Deep learning system that interprets brain signals from EEG/fMRI to control devices, predict neurological disorders, and enable brain-computer interfaces.

deep-learning signal-processing deep-learning-algorithms brain-computer-interface signal-processing-algorithms deep-learning-framework signal-processing-on-graphs neural-decoding biomedical-ai healthcare-technology healthcare-technology-solutions brain-computer-interface-classification

Updated Nov 7, 2025
Python

mwasifanwar / DreamWeaver

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Real-time EEG analysis and audio stimulation system that detects REM sleep and uses targeted sound frequencies to induce and enhance lucid dreaming experiences.

brain-computer-interface real-time-processing biofeedback neurotechnology biofeedback-system real-time-processing-api brain-computer-interface-classification sleep-science

Updated Nov 11, 2025
Python

YouIsm1 / Classification-of-Human-Brain-Signals

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EEG-based motor imagery classification using 7 ML models across 3 evaluation protocols. BCI Competition IV Dataset 2a (Graz). Pipeline: filtering, Bandpower, CSP, PCA, GridSearchCV. Best: Linear SVM 51.35% (4-class). FSTM Mini-Project.

signal-processing neuroscience motor-imagery-eeg brain-computer-interface-classification

Updated Apr 23, 2026
Jupyter Notebook

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