eeg-self-supervision
importedsoftware/eeg-self-supervision
Resources for the paper titled "Domain-guided Self-supervision of EEG Data Improves Downstream Classification Performance and Generalizability". Accepted at ML4H Symposium 2021 with an oral spotlight!
Machine-generated from the listed sources and not yet reviewed by a human.
- Category
- Software & Systems
- Subcategory
- unknown
- License
- MIT(osi)
- Status
- dormant
- Maturity
- deployed
- Organization
- unknown
- Country
- unknown
- Homepage
- unknown
- Documentation
- unknown
- Tags
- biosignals · convolutional-neural-networks · deep-learning · domain-driven-design · eeg · eeg-classification · eeg-signals · electroencephalogram · electrophysiological-data · machine-learning · ml4h · multi-task-learning · neural-network · neurips-2021 · neuroscience · representation-learning · self-supervised-learning · self-supervision · transfer-learning · unsupervised-learning
- Regulatory
- unknown
Computed from shared tags, weighted so a rare tag counts for more than a common one. These are suggestions, not curated relationships.
- electroCUDAeeg · eeg-classification · eeg-signals · neuroscience
Robust electrophysiology tools with GPU acceleration
- Altiumeegeeg · electrophysiological-data · neuroscience
Open-hardware 32-channel EEG/BCI acquisition board — quad TI ADS1299 AFE + ARM Cortex-M3 (ATSAM3U4EA-AU), Altium source, 2015. ARM sibling to Adam-EEG.
- deepsleepnetbiosignals · eeg · neural-network
DeepSleepNet: a Model for Automatic Sleep Stage Scoring based on Raw Single-Channel EEG
- entropybiosignals · eeg · eeg-classification
EntroPy: complexity of time-series in Python (DEPRECATED)
- thyroid-usmulti-task-learning
Evaluation of Thyroid Nodules Seen on Ultrasound Using Multi-task Deep Convolutional Neural Network (CNN)
- CSP-Pythoneeg · eeg-classification · eeg-signals
Python implementation of the CSP algorithm
- api.github.com/repos/neerajwagh/eeg-self-supervisionretrieved 2026-08-25 · via github-api
Machine-imported from GitHub search. Last push 2023-07-12, 23 stars, license reported as MIT. Category and schematic were assigned by keyword heuristics and are unreviewed.
Not yet verified by a human. Correct this record →
/v1/entries/35.json→ .entries["eeg-self-supervision"]
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