The project is about applying CNNs to EEG data from CHB-MIT to predict seizure
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May 19, 2023 - Python
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chb-mit
Here are 12 public repositories matching this topic...
machine-learning jupyter-notebook eeg feature-extraction pca brain-activity chb-mit seizure-detection classification-algorithms
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Dec 5, 2021 - Jupyter Notebook
Benchmark of 15+ neural architectures on 916 hours of pediatric EEG (CHB-MIT) for seizure detection.
deep-learning time-series signal-processing pytorch eeg transformer lstm mamba chb-mit seizure-detection
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Aug 6, 2026 - Python
Applying REVE, an EEG foundation model, to seizure detection using the CHB-MIT scalp EEG dataset.
machine-learning pytorch eeg neuroengineering mne-python chb-mit seizure-detection reve foundation-models braindecode
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Jun 28, 2026 - Python
“High-performance seizure detection system using Spiking Neural Networks (SNN) with STDP learning and SVM classification. Built on BindsNET & PyTorch for neuromorphic EEG signal processing.”
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Jul 2, 2026 - Jupyter Notebook
Automated epileptic seizure detection framework combining Topological Data Analysis (Persistent Homology), ICA artifact removal and Random Forest classification on CHB-MIT Scalp EEG data, featuring an interactive Streamlit dashboard.
machine-learning random-forest mne-python persistent-homology topological-data-analysis eeg-analysis chb-mit seizure-detection streamlit healthcare-ai
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Dec 24, 2025 - Python
Python pipeline for the CHB-MIT Scalp EEG database featuring ictal/pre-ictal segment extraction and covariance-based feature engineering
python signal-processing numpy python3 eeg mne feature-extraction eeg-signals physionet data-preprocessing feature-engineering epilepsy edf biosignals uv chb-mit seizure-detection
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Feb 28, 2026 - Python
Seizure prediction models on the chb-mit dataset
ai deep-learning machine seizure-prediction biomedical-engineering chb-mit seizure-detection chb-mit-dataset
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Nov 8, 2025 - Python
EEG seizure detection on CHB-MIT (chb01) with Welch bandpower features and time-ordered evaluation (walk-forward CV).
machine-learning signal-processing scikit-learn eeg biomedical brain-computer-interface chb-mit seizure-detection
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Feb 10, 2026 - Jupyter Notebook
Desktop EEG viewer: waveform, animated topomap, and seizure annotations for EDF/BDF datasets
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Sep 11, 2026 - Python
EEG preprocessing, frequency-band analysis and seizure-segment exploration using MATLAB.
signal-processing matlab eeg physionet neuroengineering biomedical-engineering wavelet-transform chb-mit eeg-signal-processing seizure-analysis
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Jul 23, 2026 - MATLAB
Extract EEG signal arrays and seizure metadata from CHB-MIT and EU Epilepsy datasets.
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May 10, 2026 - Python
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