KnightofDawn / EEG-Classification-Using-Recurrent-Neural-NetworkLinks
Used LSTM Network to classify eeg signals based on stimuli the subject recieved (visual or audio)
☆17Updated 8 years ago
Alternatives and similar repositories for EEG-Classification-Using-Recurrent-Neural-Network
Users that are interested in EEG-Classification-Using-Recurrent-Neural-Network are comparing it to the libraries listed below
Sorting:
- i. A practical application of Transformer (ViT) on 2-D physiological signal (EEG) classification tasks. Also could be tried with EMG, EOG…☆331Updated 2 years ago
- EEG Motor Imagery Classification Using CNN, Transformer, and MLP☆32Updated 5 months ago
- GAN and VAE implementations to generate artificial EEG data to improve motor imagery classification. Data based on BCI Competition IV, da…☆172Updated 5 years ago
- ☆73Updated 3 years ago
- Attention temporal convolutional network for EEG-based motor imagery classification☆307Updated last month
- Some studies regarding the selection of optimal channels in a BCI based on motor imagery☆13Updated 2 years ago
- Scripts to a) download DEAP EEG dataset b) preprocess its EEG signals and c) perform feature extraction☆90Updated 3 years ago
- A ViT based transformer applied on multi-channel time-series EEG data for motor imagery classification☆194Updated 8 months ago
- Improving performance of motor imagery classification using variational-autoencoder and synthetic EEG signals☆51Updated last year
- A research repository of deep learning on electroencephalographic (EEG) for Motor imagery(MI), including eeg data processing(visualizatio…☆84Updated last year
- Code for BHI 2023 Paper on EEG Seizure Detection☆26Updated 2 years ago
- Evaluation of Neural Networks for Classifying Electroencephalography (EEG) Data☆11Updated 3 years ago
- Emotion recognition can be achieved by obtaining signals from the brain by EEG . This test records the activity of the brain in form of w…☆132Updated 4 years ago
- A CNN + LSTM architecture to predict seizure from EEG data☆49Updated 2 years ago
- code for LMDA☆87Updated 2 years ago
- EEG Emotion classification using the DEAP pre-processed data☆164Updated 7 years ago
- This toolbox offers 30 types of EEG feature extraction methods (HA, HM, HC, and etc.) for Electroencephalogram (EEG) applications.☆92Updated 5 years ago
- Public Models considered for emotion estimation from EEG☆34Updated 3 years ago
- Confronto fra cinque diversi modelli di machine learning per il riconoscimento delle emozioni usando rivelazioni EEG e movimento oculare …☆11Updated 2 years ago
- Clasificacion de imagenes motoras en señales EEG con CNN, LSTM y otros clasificadores☆55Updated 4 years ago
- Epileptic Seizure Detection on EEG Data based on CHB-MIT database.☆22Updated last year
- Clasificación de señales de EEG de imaginación motora y calculo mental con redes neuronales convolucionales y redes neuronales recurrente…☆49Updated 3 years ago
- MSVTNet: Multi-Scale Vision Transformer Neural Network for EEG-Based Motor Imagery Decoding☆31Updated 7 months ago
- [IEEE J-BHI-2024] A Convolutional Transformer to decode mental states from Electroencephalography (EEG) for Brain-Computer Interfaces (BC…☆101Updated 6 months ago
- modify self-attention model for EEG signal as input and image embedding layer as output☆102Updated 6 years ago
- EEG Motor Imagery Tasks Classification (by Channels) via Convolutional Neural Networks (CNNs) based on TensorFlow☆237Updated last year
- CTNet: A Convolutional Transformer Network for EEG-Based Motor Imagery Classification☆339Updated this week
- ☆36Updated 6 years ago
- Using wavelet transform to extract time-frequency features of motor imagery EEG signals, and classify it by convolutional neural network☆113Updated 6 years ago
- PyTorch EEG emotion analysis using DEAP dataset☆93Updated 8 years ago