YuanyuanGao216 / fNIRS_denoise_by_DL
This for the project removing motion artifacts in fNIRS by deep learning. The publication on this code is 'Deep Learning-based motion artifact removal in functional near-infrared spectroscopy (fNIRS)' submitted to Neuroimage.
☆11Updated 2 years ago
Related projects ⓘ
Alternatives and complementary repositories for fNIRS_denoise_by_DL
- This repository includes the MATLAB codes for computing phase lag index and power spectrum density.☆11Updated 4 months ago
- This example shows how to build and train a convolutional neural network (CNN) from scratch to perform a classification task with an EEG …☆48Updated last year
- Script to plot and analyse ERPs from EEGLAB datasets.☆14Updated 5 years ago
- EEGLAB plug-in to compute Phase-Amplitude Coupling using different methods☆36Updated 3 months ago
- This repository contains the trained deep learning models for the detection and prediction of Epileptic seizures.☆19Updated 3 years ago
- A magnetoencephalography dataset for motor and cognitive imagery-based brain-computer interface☆14Updated 3 years ago
- Fusion ICA Toolbox (MATLAB)☆25Updated 2 weeks ago
- A toolbox of Matlab functions developed over the course of my neuroscience PhD. Focused on EEG analysis but most functions should be wide…☆13Updated 5 years ago
- MATLAB scripts for detecting and validating phase amplitude coupling (PAC) in electrophysiological data☆34Updated 4 years ago
- About Open source code of paper: Toward reliable signals decoding for electroencephalogram: A benchmark study to EEGNeX☆54Updated last year
- ☆15Updated last month
- Real-time EEG Source-Mapping Toolbox (REST): Online ICA and Source Localization☆84Updated 5 years ago
- Adaptive riemannian geometry toolbox☆10Updated 5 years ago
- EEGLAB scripts for FFT analysis of multiple EEG datasets + data visualization.☆8Updated last year
- A general matlab framework for EEG data classification☆48Updated 7 years ago
- Matlab code of our IEEE TASE paper "Wong, C. M., Wang, Z., Rosa, A. C., Chen, C. P., Jung, T. P., Hu, Y., & Wan, F. (2021). Transferring …☆17Updated 11 months ago
- This repository includes useful MATLAB codes for the detection of SSVEP in EEG signals using spatial filters, frequency recognition algor…☆15Updated 4 months ago
- Automatic EEG IC classification plugin for EEGLAB☆53Updated 3 months ago
- Here we are! The main idea is to who how we can build up a functional brain network from a EEG recording database, then visualize some ne…☆16Updated 4 years ago
- A pipeline to automatically preprocess, analyze and visualize resting state EEG data.☆46Updated 2 weeks ago
- UCLA SCN lab preprocessing function for fNIRS data, collected with NIRx☆45Updated 3 years ago
- Matlab and SPM based code to extract features of network dynamics from neurophysiological recordings☆10Updated 7 years ago
- This repository contains a set of Matlab scripts to process EEG and EMG signals (feature extraction, spectral analysis, ...).☆20Updated 3 years ago
- 基于一个公开数据集和一个BCI竞赛数据集，提供一个SVM-CSP运动想象二分类demo☆11Updated 3 years ago
- This BrainOn project, which was developed in python with multi-threading concurrency programming, is aimed to create an online brain-comp…☆32Updated last year
- Different methods(STFT, CWT) transform EEG signal into image visualization☆11Updated 3 years ago
- Code for the paper "EEG Channel Interpolation Using Deep Encoder-decoder Networks"☆23Updated 2 years ago
- ROI connectivity analysis in EEG☆40Updated 3 months ago
- Implemented an EEG processing toolkit; an Ensemble SVM; a stacked RNN and CNN.☆11Updated 5 years ago
- Implementation of EEG signal classification.☆48Updated 8 years ago