Official Code Repository of "Tokenizing Single-Channel EEG with Time-Frequency Motif Learning". arXiv: https://arxiv.org/abs/2502.16060
☆38Apr 22, 2026Updated 6 months ago
Alternatives and similar repositories for TFM-Tokenizer
Users that are interested in TFM-Tokenizer are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Hypnos: Next-Token Prediction Learns Generalisable Representations of Sleep Physiology☆15Jul 3, 2026Updated 3 months ago
- Official implementation of "A Knowledge Distillation Framework for Enhancing Ear-EEG based Sleep Staging with Scalp-EEG Data"☆22Nov 7, 2022Updated 3 years ago
- [npj Digital Medicine'25] Continuous sleep depth index annotation with deep learning yields novel digital biomarkers for sleep health☆16Apr 13, 2025Updated last year
- NeuroRVQ: Multi-Scale Biosignal Tokenization for Generative Foundation Models☆54Aug 6, 2026Updated 2 months ago
- Generative Models for Real-World Sensor Time Series☆21Jul 15, 2026Updated 3 months ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- [ICLR 2025] CBraMod: A Criss-Cross Brain Foundation Model for EEG Decoding☆372Aug 7, 2026Updated 2 months ago
- JMIR AI'23: EEG dataset processing and EEG Self-supervised Learning☆55Jun 2, 2023Updated 3 years ago
- [NeurIPS2025 Spotlight] CSBrain: Cross-scale Spatiotemporal Brain Foundation Model for EEG Decoding☆50Nov 26, 2025Updated 11 months ago
- [IEEE TCYB] Toward Foundational Model for Sleep Analysis Using a Multimodal Hybrid Self-Supervised Learning Framework☆36Oct 12, 2025Updated last year
- ☆25May 31, 2024Updated 2 years ago
- ☆70Jun 30, 2026Updated 4 months ago
- BIOT - A framework for pretraining biosignals at scale. Large EEG pre-trained models.☆217Dec 11, 2023Updated 2 years ago
- This is the official repository for CardioLab. A machine and deep learning framework for the estimation and monitoring of laboratory abno…☆18Jan 12, 2026Updated 9 months ago
- [NeurIPS 2025, Spotlight] EvoBrain: Dynamic Multi-channel EEG Graph Modeling for Time-Evolving Brain Networks☆32Mar 10, 2026Updated 7 months ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ☆21Nov 24, 2025Updated 11 months ago
- Electronic Supplements for the paper: A Deep Learning Framework for Epileptic Seizure Detection based on Neonatal EEG Signals☆10Jul 1, 2026Updated 3 months ago
- ☆19Dec 8, 2025Updated 10 months ago
- ☆29Oct 6, 2025Updated last year
- Pytorch implementation of "SHNN: A Single-Channel EEG Sleep Staging Model Based on Semi-Supervised Learning".☆14May 17, 2022Updated 4 years ago
- Official repository for distributing ECG-Reasoning-Benchmark dataset☆20Sep 8, 2026Updated last month
- Sleep EEG Event Detector (SEED) model, a deep learning-based detector of sleep spindles and K-complexes☆17Jun 24, 2024Updated 2 years ago
- ☆28Jul 18, 2024Updated 2 years ago
- A novel contrastive split-latent permutation autoencoder (CSLP-AE) framework☆15Nov 20, 2024Updated last year
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- A lightweight I/O utility for the BrainVision data format, written in Python.☆24Oct 14, 2026Updated 2 weeks ago
- Large Brain Models with Test Time Training☆41Oct 7, 2025Updated last year
- ☆18Dec 16, 2025Updated 10 months ago
- [ICLR 2026] CerebraGloss: Instruction-Tuning a Large Vision-Language Model for Fine-Grained Clinical EEG Interpretation☆30Feb 4, 2026Updated 8 months ago
- Official implementation of ICLR26 (Oral): Decentralized Attention Fails Centralized Signals: Rethink Transformers for Medical Time Series☆55Feb 28, 2026Updated 8 months ago
- ☆45Jul 14, 2025Updated last year
- We introduce XBrainLab, an open-source user-friendly software, for accelerated interpretation of neural patterns from EEG data based on c…☆14Dec 5, 2025Updated 10 months ago
- [AAAI 2024] Generalizable Sleep Staging via Multi-Level Domain Alignment☆31Jun 6, 2025Updated last year
- repo for the HeartBERT model☆13Oct 16, 2025Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- [ICLR 2025] NeuroLM: A Universal Multi-task Foundation Model for Bridging the Gap between Language and EEG Signals☆174Sep 19, 2025Updated last year
- ☆10Feb 16, 2025Updated last year
- ☆38Sep 5, 2025Updated last year
- Conditional EEG diffusion model☆17Apr 5, 2024Updated 2 years ago
- [ICML25] EEG-Language Pretraining for Highly Label-Efficient Clinical Phenotyping☆15Jun 30, 2025Updated last year
- [MLHC 2025] ECG-Byte: A Tokenizer for End-to-End Generative Electrocardiogram Language Modeling☆33Sep 3, 2025Updated last year
- Self-supervised pre-training for ECG representation with inspiration from transformers & computer vision☆29Sep 17, 2025Updated last year