使用4D切片方式,利用深度学习从时、频、空间域进行EEG情绪识别解码 TS-Transformer 目录结构完整 基于transformer 硕士thesis ViT? matlab预处理 可能是上交某位同学的本科毕设,基于transformer 毛子复现? Transformers for EEG-Based Emotion Recognition: A Hierarchical Spatial Information Learning Model 10.1109/JSEN.2022...
CNN based Emotion recognition on Video, Audio and EEG domains using Tensorflow CNN based Emotion recognition on Video and EEG domains using PyTorch Transformer based Emotion recognition on Video, Audio and EEG domains using PyTorch Create demo file Add .pkl files of preprocessed video data (Feature...
The main objective of this project is to develop a real-time emotion detection system utilizing EEG signals, which will be interpreted and classified into specific emotions. These emotions will be aligned with the ones proposed by Descartes, including admiration, love, hate, desire, joy, and sadn...
pythonmachine-learningcomputer-visiondeep-learningsentiment-analysiscnnlstmface-detectionaudio-processingppgemotion-recognitionmultimodaldeap-datasetravdess-datasetvision-transformer UpdatedJun 19, 2024 Jupyter Notebook This project classifies emotions using EEG signals from the DEAP dataset, achieving good performanc...
[BIBM2024] MEEG and AT-DGNN: Improving EEG Emotion Recognition with Music Introducing and Graph-based Learning eegdeapemotion-recognitiongnnsdgcnndeap-dataset UpdatedApr 22, 2025 Python Full Stack Graph Machine Learning: Theory, Practice, Tools and Techniques ...
deep-learningeegtransformerattentionvitattention-mechanismphysiological-signalscommon-spatial-patterneeg-classification UpdatedMar 23, 2023 Python ismorphism/DeepECG Sponsor Star251 ECG classification programs based on ML/DL methods pythonbioinformaticsdeep-learningneural-networktensorflowkerasrecurrent-neural-networks...
cnn emotion-recognition eeg-classification multi-scale-model Updated Oct 2, 2023 Python Raghav714 / EEG-Emotion-classification Star 103 Code Issues Pull requests eeg-data emotion-recognition eeg-classification eeg-signals-processing Updated Mar 16, 2019 Python yi...
eegdeapemotion-recognitiongnnsdgcnndeap-dataset UpdatedMar 12, 2025 Python This is the official pytorch implementation for paper: IF-Defense: 3D Adversarial Point Cloud Defense via Implicit Function based Restoration deep-learningpoint-cloudpytorchdefense3d-reconstructionadversarial-machine-learningpointnetpointne...
Grapheme-to-PhonemeLibriSpeechRNN,Transformer,Curriculum Learning,Homograph loss 🧠 EEG Processing TasksDatasetsTechnologies/Models Motor ImageryBNCI2014001,BNCI2014004,BNCI2015001,Lee2019_MI,Zhou201EEGNet,ShallowConvNet,EEGConformer P300BNCI2014009,EPFLP300,bi2015a,EEGNet ...
Research on Hearing-Impaired EEG Emotion Recognition Based on Deep Residual Shrinkage Networks[C]//2023 42nd Chinese Control Conference (CCC). IEEE, 2023: 8677-8682. [87] Chunxing Y, Quan L, Kun C, et al. Deep Residual Shrinkage Networks for Adaptive Classification of EEG Error-Related ...