junmoan / eeg-feeling-emotions-LSTMView external linksLinks
EEG Feeling Emotions Classification using LSTM
☆13Sep 25, 2020Updated 5 years ago
Alternatives and similar repositories for eeg-feeling-emotions-LSTM
Users that are interested in eeg-feeling-emotions-LSTM are comparing it to the libraries listed below
Sorting:
- Confused EEG Classification using Random Forest, Support Vector Machine, Decision Tree, XGBoost, and CatBoost☆11Sep 25, 2020Updated 5 years ago
- Emotional Classification with the DEAP dataset using EEGLAB, matlab and python. Currently in the status of developing a more efficient an…☆21Jul 5, 2020Updated 5 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…☆136Apr 4, 2021Updated 4 years ago
- Utlizied brain's structural & functional connectivity to classify subjects using Graph Convolution Networks.☆12Dec 25, 2020Updated 5 years ago
- Using GAN to create synthetic and partially synthetic EEG data to augment training sets for motor imagery interaction tasks☆13Aug 27, 2019Updated 6 years ago
- Transfer learning for multi source EEG-emotion-classification☆15Nov 18, 2020Updated 5 years ago
- Implementation of Convolutional Recurrent Neural Network (CRNN) to decode motor imagery EEG data.☆12Mar 25, 2023Updated 2 years ago
- Transfer Learning and Optimal Transport. A demonstration of Subspace Alignment algorithm and Entropy Regularized Optimal Transport (Sinkh…☆12Mar 28, 2020Updated 5 years ago
- ☆22Oct 7, 2021Updated 4 years ago
- ☆16Nov 13, 2020Updated 5 years ago
- Master thesis subject: Leveraging Deep Learning for Real-time EEG Classification at Cybathlon's BCI-race☆15Mar 25, 2023Updated 2 years ago
- Classification of Fatigue in Consumer-grade EEG Using Entropies as Features☆17Sep 13, 2020Updated 5 years ago
- Matlab/Octave Machine Learning Toolbox for Brain-Computer Interfaces☆16Nov 29, 2014Updated 11 years ago
- Twitter tweets play an important role in every organisation. This project is based on analysing the English tweets and categorizing the t…☆15Sep 16, 2020Updated 5 years ago
- Seeking to recreate the work demonstrated in A Multi-Branch 3D Convolutional Neural Network for EEG-Based Motor Imagery Classification by…☆18Jul 7, 2021Updated 4 years ago
- Emotion Recognition using ML methods on the SEED dataset☆22Aug 6, 2019Updated 6 years ago
- Skeleton Graph Convolution Network is based on the Deep Graph Library and inspired by ST-GCN network designing.☆16May 11, 2019Updated 6 years ago
- Deep Learning Journal Club☆19Jan 6, 2021Updated 5 years ago
- To try CTC in Keras☆19Apr 8, 2019Updated 6 years ago
- ☆22Dec 8, 2022Updated 3 years ago
- Sleep stage automatic classifier using CNNs and LSTMs to process frequency signals of brain activity recorded via ElectroEncephaloGram EE…☆21Dec 20, 2021Updated 4 years ago
- Using Deep Learning for Emotion Classification on EEG signals (SEED Dataset). CNN, RNN, Hybrid model, and Ensemble☆83Oct 26, 2021Updated 4 years ago
- Matlab source code of the paper "D. Wu, X. Jiang, R. Peng, W. Kong, J. Huang and Z. Zeng, Transfer Learning for Motor Imagery Based Brain…☆72Apr 23, 2023Updated 2 years ago
- Preprocessing Pipelines for EEG (MNE-python), fMRI (nipype), MEG (MNE-python/autoreject) data☆24Dec 13, 2021Updated 4 years ago
- The repo contains open-source code and dataset related to my publication "Classification of Hand-Grasp Movements of Stroke Patients using…☆19Aug 21, 2022Updated 3 years ago
- ☆20Jul 30, 2020Updated 5 years ago
- Multi-task Generative Adversarial Learning on Geometrical Shape Reconstruction from EEG Brain Signals, published in ICONIP 2019.☆22Jan 20, 2022Updated 4 years ago
- PyTorch EEG emotion analysis using DEAP dataset☆94Dec 5, 2017Updated 8 years ago
- Emotional Video to Audio Transformation with ANFIS-DeepRNN (Vanilla RNN and LSTM-DeepRNN) [MPE 2020]☆25Apr 16, 2020Updated 5 years ago
- ☆21Dec 8, 2022Updated 3 years ago
- Feature extraction for EEG signals☆29Jan 23, 2020Updated 6 years ago
- mEBAL is a multimodal database for eye blink detection and attention level estimation.☆28May 13, 2025Updated 9 months ago
- A Graph Convolutional Network Approach for Depression Detection using EEG based Brain Networks☆30Sep 29, 2020Updated 5 years ago
- Demonstrate the code used in "Using Recurrent Neural Networks for P300-Based Brain-Computer Interface"☆31Feb 6, 2018Updated 8 years ago
- Detection of human emotions from eeg signals using the amigos dataset☆28Jul 15, 2021Updated 4 years ago
- A TensorFlow implementation of the Continous Wavelet Transform based on the complex Morlet wavelet.☆27Aug 26, 2021Updated 4 years ago
- some examples for time series classification using keras: #1D_CNN #LSTM #Dense #Ensembles☆28Mar 4, 2020Updated 5 years ago
- 1D Capsule Network for Gesture Recognition in Keras.☆32Oct 20, 2023Updated 2 years ago
- ☆36Mar 23, 2019Updated 6 years ago