We propose a time-aware sampling network (TAS-Net) using deep reinforcement learning (DRL) for unsupervised emotion recognition, which is able to detect key emotion moments and disregard irrelevant and misleading parts.
☆21Oct 8, 2023Updated 2 years ago
Alternatives and similar repositories for TAS-Net
Users that are interested in TAS-Net are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A fundamental exploration about EEG-BCI emotion recognition using the SEED dataset & dataset from kaggle.☆11Mar 11, 2024Updated 2 years ago
- The code for Multi-Scale Hyperbolic Contrastive Learning for Cross-Subject EEG Emotion Recognition.☆20Jul 24, 2025Updated 11 months ago
- Code for paper MS-MDA: Multisource Marginal Distribution Adaptation for Cross-subject and Cross-session EEG Emotion Recognition☆115Oct 22, 2025Updated 8 months ago
- official implementation of the PR-PL model (arxiv:https://arxiv.org/abs/2202.06509)☆56Jul 3, 2024Updated 2 years ago
- ☆19Mar 26, 2023Updated 3 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- PGCN: Pyramidal Graph Convolutional Network for EEG Emotion Recognition☆74Apr 30, 2024Updated 2 years ago
- Improving BCIs with generative models synthesizing realistic EEG signals. Co-authored research paper: https://arxiv.org/abs/2402.09453☆11Oct 18, 2025Updated 8 months ago
- Code Implementation of paper: Transformers for EEG-Based Emotion Recognition: A Hierarchical Spatial Information Learning Model☆39Jul 24, 2025Updated 11 months ago
- Multimodal Genuine Emotion and Expression Detection database☆13Jul 15, 2024Updated last year
- ☆14Mar 19, 2024Updated 2 years ago
- The official implementation of the paper "Beyond Mimicking Under-Represented Emotions: Deep Data Augmentation with Emotional Subspace Con…☆34May 7, 2025Updated last year
- META-EEG: Meta-learning-based Class-relevant EEG Representation Learning for Zero-calibration Brain-computer Interfaces☆28Jul 17, 2024Updated last year
- ☆24Dec 19, 2021Updated 4 years ago
- The official code implementation for "DMMR: Cross-Subject Domain Generalization for EEG-Based Emotion Recognition via Denoising Mixed Mut…☆86May 19, 2025Updated last year
- 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.
- The repository contains trials that apply model transformer to the emotion recognition (classification) task based on electroencephalogra…☆57Oct 27, 2022Updated 3 years ago
- ☆10Dec 27, 2024Updated last year
- FAT:A novel Fourier Adjacency Transformer for advanced EEG emotion recognition (MICCAI 2025))☆35Oct 9, 2025Updated 9 months ago
- A fast and lightweight progressive convolution architecture for EEG signal☆38Jul 11, 2024Updated last year
- ☆16Jan 30, 2024Updated 2 years ago
- EEG-Based Alzheimer’s Disease Recognition Using Robust-PCA and LSTM Recurrent Neural Network☆14Apr 12, 2023Updated 3 years ago
- The model for the paper "EEG-Based Emotion Recognition Using Regularized Graph Neural Networks"☆217Oct 25, 2020Updated 5 years ago
- Scripts to a) download DEAP EEG dataset b) preprocess its EEG signals and c) perform feature extraction☆96May 26, 2022Updated 4 years ago
- [TNSRE 23] EEG Transformer 2.0. i. Convolutional Transformer for EEG Decoding. ii. Novel visualization - Class Activation Topography.☆754Jul 24, 2024Updated last year
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- ☆10Sep 17, 2020Updated 5 years ago
- Uncertainty-aware Blur Prior on CVPR 2025☆85Apr 22, 2026Updated 2 months ago
- IJCAI 2022 MLP4Rec☆17Sep 5, 2022Updated 3 years ago
- [TAI 2025] Brain-Conditional Multimodal Synthesis: A Survey and Taxonomy☆105Dec 9, 2024Updated last year
- Repetition code of the model for the paper "EEG Emotion Recognition Using Dynamical Graph Convolutional Neural Networks" in pytorch☆125May 3, 2023Updated 3 years ago
- ☆13Jan 25, 2024Updated 2 years ago
- A Pytorch implementation of our paper "Adaptive Spatial-Temporal Aware Graph Learning for EEG-based Emotion Recognition".☆17Jan 8, 2024Updated 2 years ago
- Emotion Recognition, EEG Mapping, Azimuthal Projection Technique, CNN☆51Mar 29, 2021Updated 5 years ago
- This is the official repo for the paper "Accelerating Parallel Sampling of Diffusion Models" Tang et al. ICML 2024 https://openreview.net…☆16Jul 19, 2024Updated last year
- 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.
- Implementation of the Humans-as-a-Sensor for Buildings paper.☆12Jul 6, 2023Updated 3 years ago
- Motor execution (ME)/motor imagery (MI) cross-task adaptive transfer learning algorithm for MI EEG decoding☆20Nov 15, 2023Updated 2 years ago
- ☆13Apr 2, 2025Updated last year
- This is a community implementation of EEG-ConvTransformer☆17May 19, 2023Updated 3 years ago
- Code for the paper "Multi-Task CNN Model for Emotion Recognition from EEG Brain Maps". DEAP dataset. Python/Keras/Tensorflow 2 Impementat…☆66Apr 27, 2023Updated 3 years ago
- This repository contains the code for emotion recognition using wavelet transform and svm classifiers' rbf kernel.☆34Feb 25, 2023Updated 3 years ago
- A comprehensive gear eccentricity dataset with multiple fault severity levels: Description, characteristics analysis, and fault diagnosis…☆13May 26, 2026Updated last month