Transformer-based fNIRS Classification. Paper: Transformer Model for Functional Near-Infrared Spectroscopy Classification
☆99May 23, 2026Updated 4 months ago
Alternatives and similar repositories for fNIRS-Transformer
Users that are interested in fNIRS-Transformer are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- CNN-based fNIRS classification: Rethinking Delayed Hemodynamic Responses for fNIRS Classification☆38May 23, 2026Updated 4 months ago
- [Sensors 2024] Mental State Recognition by Analyzing Multimodal EEG-fNIRS via CNN☆30Jun 11, 2024Updated 2 years ago
- Code for training, evaluating, and visualizing performance of mental workload classification using fNIRS BCI sensors☆34Nov 10, 2021Updated 4 years ago
- Accompanying code repository for NEMO, A Database for Emotion Analysis Using Functional Near-infrared Spectroscopy☆15Sep 11, 2023Updated 3 years ago
- Python A novel multimodal approach for hybridbrain-computer interface☆20May 25, 2020Updated 6 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- Preprocessing and feature extraction (slopes, moving slopes, Kurtosis, skewness, mean and variance) codes in MATLAB for analyzing fNIRS (…☆11Jan 16, 2018Updated 8 years ago
- Public fNIRS dataset☆58May 31, 2023Updated 3 years ago
- Tutorial for data processing for hybrid BCI☆48May 16, 2018Updated 8 years ago
- Package for bimodal training of deep neural networks on neurological data. Pypi: https://pypi.org/project/BiModNeuroCNN/☆15Nov 9, 2021Updated 4 years ago
- This for the project removing motion artifacts in fNIRS by deep learning. The publication on this code is 'Deep Learning-based motion art…☆13Apr 25, 2022Updated 4 years ago
- ☆15Sep 7, 2019Updated 7 years ago
- Near-infrared spectroscopy model transfer based on convolutional neural network and transfer learning☆25Jan 27, 2023Updated 3 years ago
- UCLA SCN lab preprocessing function for fNIRS data, collected with NIRx☆47Jul 29, 2021Updated 5 years ago
- ☆15Sep 18, 2020Updated 6 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Official implementation of the paper "Towards Multi-resolution Spatiotemporal Graph Learning for Medical Time Series Classification".☆33Mar 11, 2026Updated 6 months ago
- ☆49Jun 26, 2019Updated 7 years ago
- Motor Imagery EEG-BCIs - From 0 to Deep Learning with BCI-IV 2a dataset☆10Oct 25, 2022Updated 3 years ago
- ☆18Jul 6, 2026Updated 2 months ago
- Temporal Attention Fusion Network with Custom Loss Function for EEG-fNIRS Classification☆16Mar 18, 2026Updated 6 months ago
- NeurIPS 2024 poster☆34Dec 30, 2024Updated last year
- ☆13Feb 7, 2024Updated 2 years ago
- Deep Learning models applied to the analysis of VIS-NIR spectral data☆153Dec 10, 2025Updated 9 months ago
- MSVTNet: Multi-Scale Vision Transformer Neural Network for EEG-Based Motor Imagery Decoding☆37May 16, 2025Updated last year
- 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.
- i. A practical application of Transformer (ViT) on 2-D physiological signal (EEG) classification tasks. Also could be tried with EMG, EOG…☆334Mar 23, 2023Updated 3 years ago
- MATLAB toolbox for Brain-Computer Interfacing (BCI)☆170Apr 7, 2020Updated 6 years ago
- [TNSRE 23] EEG Transformer 2.0. i. Convolutional Transformer for EEG Decoding. ii. Novel visualization - Class Activation Topography.☆763Jul 24, 2024Updated 2 years ago
- Code for paper Extended Multiplicative Signal Augmentation: An alternative to pre-processing of infrared spectra☆15Jan 15, 2021Updated 5 years ago
- Eye movement and blink-related EEG and MEG artifact correction algorithms☆27Jun 10, 2020Updated 6 years ago
- Attention temporal convolutional network for EEG-based motor imagery classification☆357Aug 16, 2026Updated last month
- 🧠 Inspecting complexity and goal-directedness of imagination in an fNIRS BCI system.☆11Aug 26, 2023Updated 3 years ago
- ☆12Feb 9, 2025Updated last year
- a novel calibration model named SpectraTr, based on the transformer structure is proposed and used for the qualitative analysis of drug s…☆29Nov 17, 2022Updated 3 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- MATLAB application for fNIRS data processing and visualization☆132Aug 13, 2024Updated 2 years ago
- NIRS-KIT is a MATLAB toolbox for both task and resting-state fNIRS data analysis with a user-friendly GUI.☆23Oct 29, 2025Updated 10 months ago
- Based on the Kinect depth camera and MediaPipe, real-time reasoning of the joint activity of each part of the human body, and output a de…☆14May 10, 2023Updated 3 years ago
- Implementation of filter bank common spatial pattern (FBCSP) for MI-based BCI in python☆47Jan 4, 2024Updated 2 years ago
- Bilateral Event Mining and Complementary for Event Stream Super-Resolution☆31Mar 31, 2025Updated last year
- Savitzky-Golay differentiation filters☆13Mar 26, 2018Updated 8 years ago
- ShapeFormer: Shapelet Transformer for Multivariate Time Series Classification☆137Dec 5, 2024Updated last year