Different methods(STFT, CWT) transform EEG signal into image visualization
☆16Jan 11, 2021Updated 5 years ago
Alternatives and similar repositories for signal_processing
Users that are interested in signal_processing are comparing it to the libraries listed below
Sorting:
- ☆10Sep 25, 2019Updated 6 years ago
- paper for “Multiscale space-time-frequency feature-guided multitask learning CNN for motor imagery EEG classification”☆14Nov 2, 2020Updated 5 years ago
- Code accompanying The Promise of Deep Learning for BCIs: Classification of Motor Imagery EEG using Convolutional Neural Network☆11Jan 4, 2022Updated 4 years ago
- Remaining Useful Life Prediction of lithium-ion Battery☆16Updated this week
- ☆10Aug 13, 2021Updated 4 years ago
- Source code for self-supervised EEG data transfer learning☆15Feb 9, 2022Updated 4 years ago
- NeurIPS 2021 - Benchmarks for EEG Transfer Learning - cross-subject sleep stage decoding, cross-dataset motor imagery decoding☆13Dec 9, 2021Updated 4 years ago
- Official implementation of 'Adapting to Inter-Subject Variability in EEG-Based Motor Imagery Classification with Meta-Learning' (ICLR 202…☆18Jun 11, 2023Updated 2 years ago
- ☆13Nov 15, 2022Updated 3 years ago
- Rethinking CNN Architecture for Enhancing Decoding Performance of Motor Imagery-based EEG Signals☆36Apr 22, 2025Updated 10 months ago
- In this project, we propose a CNN-LSTM model to classify single-channel EEG for driver drowsiness detection. We designed a visualization …☆14Nov 21, 2021Updated 4 years ago
- 尝试多种不同的深度神经网络结构(如LSTM,RESNET,DFCNN等)对单通道EEG进行自动化睡眠阶段 分期.我们相信这些代码同时可以用于其他生理信号(如ECG,EMG等)的分类.希望这将有助于您的研究.☆16Apr 15, 2019Updated 6 years ago
- Predict seizures from EEGs using two models of spiking neural networks☆17Jul 19, 2019Updated 6 years ago
- SPD-CNN: A Plain CNN-Based Model Using the Symmetric Positive Definite Matrices for Cross-Subject EEG Classification with Meta-Transfer-L…☆24Sep 22, 2022Updated 3 years ago
- This repository contains the code for our proposed method "Multi-source Feature Alignment and Label Rectification" (MFA-LR), which has be…☆22Jul 14, 2023Updated 2 years ago
- Clasificación de señales de EEG de imaginación motora y calculo mental con redes neuronales convolucionales y redes neuronales recurrente…☆49Aug 16, 2022Updated 3 years ago
- Common spatial pattern (CSP) is a mathematical procedure used in signal processing for separating a multivariate signal into additive sub…☆19Jul 11, 2019Updated 6 years ago
- Towards Domain Free Transformer for Generalized EEG Pre-training☆30Apr 22, 2025Updated 10 months ago
- ☆25May 23, 2022Updated 3 years ago
- MMCNN: A Multi-branch Multi-scale Convolutional Neural Network for Motor Imagery Classification☆22Apr 18, 2022Updated 3 years ago
- EEGraph: Convert EEGs to graphs with frequency and time-frequency domain connectivity measures.☆162Oct 25, 2023Updated 2 years ago
- 基于深度学习的风电机组机械故障智能识别方法研究☆13Apr 13, 2024Updated last year
- ☆28Jun 27, 2018Updated 7 years ago
- An EEG dichotomy program file , using CSP and SVM.☆27Jun 27, 2020Updated 5 years ago
- Enables creation of Eye Tracking VR content in Unity, using FOVE.☆11Aug 13, 2025Updated 6 months ago
- In this project, we propose a CNN model to classify single-channel EEG for driver drowsiness detection. We use the Class Activation Map (…☆28Mar 9, 2022Updated 3 years ago
- MSVTNet: Multi-Scale Vision Transformer Neural Network for EEG-Based Motor Imagery Decoding☆31May 16, 2025Updated 9 months ago
- This is the python implementation of Tensor-CSPNet and Graph-CSPNet.☆82Jan 10, 2026Updated last month
- Code for processing EEG data with Riemannian and deep learning-based classifiers. Additionally provides methods for data augmentation inc…☆30Aug 30, 2020Updated 5 years ago
- ☆11Apr 4, 2021Updated 4 years ago
- Transfer Learning☆10Aug 3, 2018Updated 7 years ago
- Implementation of followinf estimation algorithms in python: Kalman Filter, Extended Kalman Filter, Unscented Kalman Filter, Cubature Kal…☆11Dec 2, 2023Updated 2 years ago
- ☆10May 3, 2024Updated last year
- Years of matlab utilities, including an interface between NEURON and Matlab☆17Mar 28, 2011Updated 14 years ago
- A VS Code extension to customise a theme☆16Jul 20, 2022Updated 3 years ago
- 用CGAN训练时频域特征生成特征样本,数据集非图片数据集,用到了dataset自定义的数据集。☆12Apr 30, 2022Updated 3 years ago
- Dirt cheap, easy to assemble, quality DIY NIR-HEG☆11Oct 16, 2022Updated 3 years ago
- Parallel Spatial--Temporal Self-attention CNN-based Motor Imagery Classification for BCI☆32Mar 30, 2021Updated 4 years ago
- ☆92Sep 5, 2021Updated 4 years ago