siyi-wind / machine-learning-course-projectsLinks
Including some machine learning and artificial intellegent examples 
☆92Updated 7 months ago
Alternatives and similar repositories for machine-learning-course-projects
Users that are interested in machine-learning-course-projects are comparing it to the libraries listed below
Sorting:
- Classification of BCI competition VI dataset 2a using ANN by applying WPD and CSP for feature extraction☆89Updated 3 years ago
- Pytorch implementation of EEGNet.☆49Updated 3 years ago
- An EEG dichotomy program file , using CSP and SVM.☆26Updated 5 years ago
- A list of papers for motor imagery using machine learning/deep learning.☆83Updated 4 years ago
- 在 SEED 数据集上做 EEG 情绪识别☆117Updated 4 years ago
- Source Code for "Adaptive Transfer Learning with Deep CNN for EEG Motor Imagery Classification".☆95Updated 2 years ago
- ☆72Updated 3 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…☆70Updated 2 years ago
- Implementation of filter bank common spatial pattern (FBCSP) for MI-based BCI in python☆45Updated last year
- Clasificacion de imagenes motoras en señales EEG con CNN, LSTM y otros clasificadores☆54Updated 4 years ago
- Official repository of EEG-Inception, a general-purpose and powerful deep convolutional neural network for EEG procesing☆47Updated 2 years ago
- FBCNet: An Efficient Multi-view Convolutional Neural Network for Brain-Computer Interface☆140Updated last year
- Attention temporal convolutional network for EEG-based motor imagery classification☆284Updated last month
- EEG Emotion classification using the DEAP pre-processed data☆160Updated 6 years ago
- BCI Competition IV dataset 2a☆29Updated 6 years ago
- GAN and VAE implementations to generate artificial EEG data to improve motor imagery classification. Data based on BCI Competition IV, da…☆169Updated 5 years ago
- Clasificación de señales de EEG de imaginación motora y calculo mental con redes neuronales convolucionales y redes neuronales recurrente…☆49Updated 3 years ago
- code for LMDA☆84Updated 2 years ago
- PyTorch EEG emotion analysis using DEAP dataset☆90Updated 7 years ago
- ☆83Updated 4 years ago
- This is a repository for BCI Competition 2008 dataset IV 2a fixed and optimized for python and numpy. This dataset is related with motor …☆145Updated 3 months ago
- SST-EmotionNet: Spatial-Spectral-Temporal based Attention 3D Dense Network for EEG Emotion Recognition☆135Updated 4 years ago
- Preprocesamiento de BCI Competition IV data set 2a☆11Updated 5 years ago
- A research repository of deep learning on electroencephalographic (EEG) for Motor imagery(MI), including eeg data processing(visualizatio…☆78Updated last year
- EEG Emotion Recognition project, experiment on SEED (SEED-IV), DEAP dataset☆42Updated 6 years ago
- 使用的pytorch编写的eegnet代码,方便现在进行调试☆27Updated 2 years ago
- The repository contains trials that apply model transformer to the emotion recognition (classification) task based on electroencephalogra…☆55Updated 3 years ago
- Using Deep Learning for Emotion Classification on EEG signals (SEED Dataset). CNN, RNN, Hybrid model, and Ensemble☆81Updated 4 years ago
- Resources for the paper titled "EEG-GCNN: Augmenting Electroencephalogram-based Neurological Disease Diagnosis using a Domain-guided Grap…☆180Updated 3 years ago
- ☆68Updated 6 years ago