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:
- The code for Multi-Scale Hyperbolic Contrastive Learning for Cross-Subject EEG Emotion Recognition.☆20Jul 24, 2025Updated 10 months ago
- Code for paper MS-MDA: Multisource Marginal Distribution Adaptation for Cross-subject and Cross-session EEG Emotion Recognition☆116Oct 22, 2025Updated 7 months ago
- official implementation of the PR-PL model (arxiv：https://arxiv.org/abs/2202.06509)☆55Jul 3, 2024Updated last year
- pytorch implementation of EEG Emotion Recognition Using Dynamical Graph Convolutional Neural Networks☆106Jun 21, 2023Updated 2 years ago
- PGCN: Pyramidal Graph Convolutional Network for EEG Emotion Recognition☆75Apr 30, 2024Updated 2 years 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.
- Improving BCIs with generative models synthesizing realistic EEG signals. Co-authored research paper: https://arxiv.org/abs/2402.09453☆11Oct 18, 2025Updated 7 months ago
- Code Implementation of paper: Transformers for EEG-Based Emotion Recognition: A Hierarchical Spatial Information Learning Model☆39Jul 24, 2025Updated 10 months ago
- Multimodal Genuine Emotion and Expression Detection database☆12Jul 15, 2024Updated last year
- ☆14Mar 19, 2024Updated 2 years ago
- [TNNLS-2023] This is the PyTorch implementation of LGGNet.☆131Sep 5, 2023Updated 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☆27Jul 17, 2024Updated last year
- The official code implementation for "DMMR: Cross-Subject Domain Generalization for EEG-Based Emotion Recognition via Denoising Mixed Mut…☆81May 19, 2025Updated last year
- The repository contains trials that apply model transformer to the emotion recognition (classification) task based on electroencephalogra…☆57Oct 27, 2022Updated 3 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- FAT:A novel Fourier Adjacency Transformer for advanced EEG emotion recognition (MICCAI 2025))☆35Oct 9, 2025Updated 7 months ago
- ☆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
- Code and Data for "Decoding Visual Neural Representations by Multimodal Learning of Brain-Visual-Linguistic Features"☆150Mar 26, 2025Updated last year
- ☆10Jun 10, 2023Updated 2 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.☆743Jul 24, 2024Updated last year
- ☆10Sep 17, 2020Updated 5 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- Uncertainty-aware Blur Prior on CVPR 2025☆80Apr 22, 2026Updated last month
- Brain-Conditional Multimodal Synthesis: A Survey and Taxonomy☆104Dec 9, 2024Updated last year
- Repetition code of the model for the paper "EEG Emotion Recognition Using Dynamical Graph Convolutional Neural Networks" in pytorch☆123May 3, 2023Updated 3 years ago
- ☆13Jan 25, 2024Updated 2 years ago
- 数学建模相关资料☆10Jul 10, 2023Updated 2 years ago
- polar-python is a Python library for connecting to Polar devices via Bluetooth Low Energy using Bleak.☆31Apr 21, 2026Updated last month
- A Pytorch implementation of our paper "Adaptive Spatial-Temporal Aware Graph Learning for EEG-based Emotion Recognition".☆17Jan 8, 2024Updated 2 years ago
- The papers here are for faster dissemination and academic research convinence purpose only, and the copyright of the final papers belongs…☆11Jul 14, 2021Updated 4 years ago
- Implementation of the Humans-as-a-Sensor for Buildings paper.☆11Jul 6, 2023Updated 2 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- 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
- Domain Adaptation for EEG Emotion Recognition Based on Latent Representation Similarity☆43Jun 3, 2020Updated 5 years ago
- ☆18Jun 5, 2024Updated 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…☆65Apr 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