yi-ding-cs / MASA-TCN
[IEEE J-BHI-2024] The PyTorch implementation of MASA-TCN
☆29Updated 2 months ago
Alternatives and similar repositories for MASA-TCN:
Users that are interested in MASA-TCN are comparing it to the libraries listed below
- The official code implementation for "DMMR: Cross-Subject Domain Generalization for EEG-Based Emotion Recognition via Denoising Mixed Mut…☆40Updated 9 months ago
- [ACM MM 2023] Multimodal Adaptive Emotion Transformer with Flexible Modality Inputs on A Novel Dataset with Continuous Labels☆40Updated 4 months ago
- My master thesis about emotion recognition from EEG data with a time series transformer☆22Updated last year
- The source code and data for the paper 'A Supervised Information Enhanced Multi-granularity Contrastive Learning Framework for EEG based …☆13Updated last year
- pytorch implementation of EEG Emotion Recognition Using Dynamical Graph Convolutional Neural Networks☆82Updated last year
- [TNNLS-2023] This is the PyTorch implementation of LGGNet.☆98Updated last year
- ☆19Updated 3 months ago
- The official implementation of the paper "Beyond Mimicking Under-Represented Emotions: Deep Data Augmentation with Emotional Subspace Con…☆24Updated 11 months ago
- official implementation of the PR-PL model (arxiv:https://arxiv.org/abs/2202.06509)☆40Updated 7 months ago
- ☆30Updated last year
- An unofficial pytorch implementation of the BiHDM model proposed by Yang et al. for decoding emotion from multi-channel EEG recordings, w…☆11Updated last year
- PGCN: Pyramidal Graph Convolutional Network for EEG Emotion Recognition☆52Updated 10 months ago
- [TAFFC-2022] PyTorch implementation of TSception v2☆104Updated last year
- EEG-based Emotion Recognition via Channel-wise Attention and Self Attention☆10Updated 4 years ago
- EEG 脑电 数据集 DEAP SEED☆18Updated last week
- Use Vision Transformer to generate Emotion Recognition using the DEAP dataset and EEG Signals.☆58Updated 2 years ago
- ☆70Updated 3 months ago
- code for LMDA☆71Updated last year
- Official PyTorch repository for Hypercomplex Multimodal Emotion Recognition from EEG and Peripheral Physiological Signals, ICASSPW 2023.☆55Updated last year
- Scripts to a) download DEAP EEG dataset b) preprocess its EEG signals and c) perform feature extraction☆66Updated 2 years ago
- ☆14Updated last year
- [MICCAI 2024 Acceptance] Feature Fusion Based on Mutual-Cross-Attention Mechanism for EEG Emotion Recognition☆36Updated 2 months ago
- IEEE Transactions on Affective Computing, 2022☆25Updated last year
- ☆30Updated 9 months ago
- This is the pytorch implementation of EmT, a graph-transformer for EEG emotion recognition.☆24Updated this week
- This is an implentation of paper GMSS: Graph-Based Multi-Task Self-Supervised Learning for EEG Emotion Recognition☆67Updated 2 years ago
- Repetition code of the model for the paper "EEG Emotion Recognition Using Dynamical Graph Convolutional Neural Networks" in pytorch☆99Updated last year
- ☆18Updated last year