kekehia123 / cl_ssterView external linksLinks
Contrastive Learning of Shared SpatioTemporal EEG Representations across individuals
☆23Jun 3, 2024Updated last year
Alternatives and similar repositories for cl_sster
Users that are interested in cl_sster are comparing it to the libraries listed below
Sorting:
- Implementation of Weakly Orthogonal Conjugate Contrast Analysis, with code for related EEG data analysis☆13Dec 13, 2024Updated last year
- CNN-Former model with EEG-ME for SSVEP classification (TNSRE)☆15Sep 8, 2024Updated last year
- Using GAN to create synthetic and partially synthetic EEG data to augment training sets for motor imagery interaction tasks☆13Aug 27, 2019Updated 6 years ago
- ☆27Jul 18, 2024Updated last year
- ☆10Oct 21, 2024Updated last year
- Code to reproduce the main results in: Siebenhühner et al., 2020, "Resting-state cross-frequency coupling networks in human electrophysio…☆11Mar 11, 2020Updated 5 years ago
- ☆28Nov 6, 2023Updated 2 years ago
- ☆12Feb 27, 2024Updated last year
- [ECCV 2024] UMBRAE: Unified Multimodal Brain Decoding | Unveiling the 'Dark Side' of Brain Modality☆60Jan 8, 2026Updated last month
- The official implementation of our paper "MEET: A Multi-band EEG Transformer for Brain States Decoding"☆18May 28, 2022Updated 3 years ago
- ☆15Jun 16, 2023Updated 2 years ago
- How EEG preprocessing shapes decoding performance☆16Jul 11, 2025Updated 7 months ago
- ☆71Mar 13, 2024Updated last year
- BrainFusion is an open-source Python platform for analyzing multimodal physiological signals (EEG, EMG, ECG, fNIRS). It offers preprocess…☆35Jun 11, 2025Updated 8 months ago
- Experiments on Self-Supervised Learning on EEG data☆19Jun 20, 2020Updated 5 years ago
- uniBrain Speller: A one-stop, user-friendly, open-source brain-computer interface speller software developed by Prof. Gao Xiaorong's team…☆22Oct 13, 2023Updated 2 years ago
- ☆40Mar 15, 2025Updated 11 months ago
- Explore the differences between sliding window and full-epoch models on MEG data and use PFI to uncover neuroscientific insights.☆18May 21, 2024Updated last year
- Deep learning model for EEG artifact removal☆82Jun 16, 2022Updated 3 years ago
- META-EEG: Meta-learning-based Class-relevant EEG Representation Learning for Zero-calibration Brain-computer Interfaces☆24Jul 17, 2024Updated last year
- [ECCV 2024] BrainHub: Multimodal Brain Understanding Benchmark☆27Nov 10, 2025Updated 3 months ago
- ☆23Nov 16, 2024Updated last year
- Mouse Brain in the Model Zoo☆21May 11, 2022Updated 3 years ago
- Motif-aware Riemannian Graph Neural Network with Generative-Contrastive Learning☆19Apr 15, 2024Updated last year
- Toward Fully-End-to-End Listened Speech Decoding from EEG Signals (Interspeech 2024)☆26Jan 3, 2025Updated last year
- SOTA methods for performing emotion classification using Transformers.☆21Oct 6, 2022Updated 3 years ago
- [IEEE J-BHI-2024] A Convolutional Transformer to decode mental states from Electroencephalography (EEG) for Brain-Computer Interfaces (BC…☆106Jun 23, 2025Updated 7 months ago
- Pretrained decoders for intracortical BCI.☆27Jan 26, 2026Updated 3 weeks ago
- [IEEE JBHI 2025] DBConformer: Dual-Branch Convolutional Transformer for EEG Decoding☆44Dec 15, 2025Updated 2 months ago
- selfEEG: a Python library for Self-Supervised Learning on Electroencephalography (EEG) data☆70Jun 12, 2025Updated 8 months ago
- This repository is the official implementation of “Transfer learning for brain-computer interfaces: A Euclidean space data alignment appr…☆25Dec 25, 2021Updated 4 years ago
- Code and reuslts accompanying the NeurIPS 2022 paper with the title SPD domain-specific batch normalization to crack interpretable unsupe…☆63Oct 12, 2022Updated 3 years ago
- Brain Diffusion for Visual Exploration: Cortical Discovery using Large Scale Generative Models (NeurIPS 2023 Oral)☆27Mar 28, 2024Updated last year
- Implementation of Domain Specific Denoising Diffusion Probabilistic Models for Brain Dynamics/EEG Signals☆64Nov 13, 2023Updated 2 years ago
- Language Generation from Brain Recordings☆29May 21, 2025Updated 8 months ago
- Global Adaptive Transformer for Cross-Subject EEG Classification.☆31Jan 11, 2024Updated 2 years ago
- Reconstructing Visual Percepts from EEG☆38May 16, 2025Updated 9 months ago
- NeurIPS 2024 poster☆33Dec 30, 2024Updated last year
- 数学建模相关资料☆10Jul 10, 2023Updated 2 years ago