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. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Heart Disease Prediction using Decision Tree classifier, Grid Search, and Multi-Layer Perceptron (MLP)☆12Sep 25, 2020Updated 5 years ago
- 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…☆20Jul 5, 2020Updated 5 years ago
- EEG Signal Classification using LSTM on various datasets☆12Jun 14, 2020Updated 5 years ago
- Transfer Learning and Optimal Transport. A demonstration of Subspace Alignment algorithm and Entropy Regularized Optimal Transport (Sinkh…☆12Mar 28, 2020Updated 6 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.
- Python implementation of the CSP algorithm☆11Mar 24, 2022Updated 4 years ago
- Heatmap of multiclass confusion matrix☆11Sep 11, 2019Updated 6 years ago
- This project is for classification of emotions using EEG signals recorded in the DEAP dataset to achieve high accuracy score using machi…☆194Mar 1, 2019Updated 7 years ago
- ☆21Oct 7, 2021Updated 4 years ago
- Code and documentation for the winning solution to the DecMeg2014 challenge https://www.kaggle.com/c/decoding-the-human-brain☆49Apr 19, 2015Updated 11 years ago
- Master thesis subject: Leveraging Deep Learning for Real-time EEG Classification at Cybathlon's BCI-race☆15Mar 25, 2023Updated 3 years ago
- PyTorch EEG emotion analysis using DEAP dataset☆95Dec 5, 2017Updated 8 years ago
- SEEG Project☆16Dec 14, 2020Updated 5 years ago
- Transfer learning for multi source EEG-emotion-classification☆15Nov 18, 2020Updated 5 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- This repository contains the code for emotion recognition using wavelet transform and svm classifiers' rbf kernel.☆34Feb 25, 2023Updated 3 years ago
- Detection of human emotions from eeg signals using the amigos dataset☆28Jul 15, 2021Updated 4 years ago
- ☆17Mar 23, 2020Updated 6 years ago
- Deep Learning Journal Club☆19Jan 6, 2021Updated 5 years ago
- Code for microsleep (drowsiness) detection in EEG data☆19Jul 29, 2023Updated 2 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…☆73Apr 23, 2023Updated 3 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
- ☆22Dec 8, 2022Updated 3 years ago
- ☆21Jun 22, 2022Updated 3 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.
- ☆20Jul 30, 2020Updated 5 years ago
- mEBAL is a multimodal database for eye blink detection and attention level estimation.☆32May 13, 2025Updated last year
- Preprocessing Pipelines for EEG (MNE-python), fMRI (nipype), MEG (MNE-python/autoreject) data☆24Dec 13, 2021Updated 4 years ago
- [INTERSPEECH'2022] Accurate Emotion Strength Assessment for Seen and Unseen Speech Based on Data-Driven Deep Learning☆83Nov 4, 2022Updated 3 years ago
- DTW-SOM: Self-organizing map for time-series data☆27Dec 8, 2022Updated 3 years ago
- ☆40Apr 11, 2021Updated 5 years ago
- Demonstrate the code used in "Using Recurrent Neural Networks for P300-Based Brain-Computer Interface"☆31Feb 6, 2018Updated 8 years ago
- Implementation of binary and categorical/multiclass focal loss using Keras with TensorFlow backend☆26Oct 20, 2018Updated 7 years ago
- The project uses EEG signals from the DEAP Dataset to classify emotions into 4 classes using Ensembled 1-D CNNs, LSTMs and 2D , 3D CNNs a…☆61Dec 9, 2022Updated 3 years ago
- 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.
- Emotion recognition using DEAP dataset,GSR。☆40Nov 24, 2018Updated 7 years ago
- EEG-Based Emotion Recognition☆70May 29, 2026Updated last week
- 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
- A Graph Convolutional Network Approach for Depression Detection using EEG based Brain Networks☆31Sep 29, 2020Updated 5 years ago
- This is an EEG Signals Classification based on Bayesian Convolutional Neural Network (Bayesian CNNs) via Variational Inference.☆31Sep 12, 2020Updated 5 years ago
- DEAP Dataset Analysis Code☆52Jan 18, 2018Updated 8 years ago
- ☆35Mar 16, 2018Updated 8 years ago