CNN-based fNIRS classification: Rethinking Delayed Hemodynamic Responses for fNIRS Classification
☆34Dec 11, 2025Updated 3 months ago
Alternatives and similar repositories for fNIRSNet
Users that are interested in fNIRSNet are comparing it to the libraries listed below
Sorting:
- Transformer-based fNIRS Classification. Paper: Transformer Model for Functional Near-Infrared Spectroscopy Classification☆90Jan 22, 2025Updated last year
- [Sensors 2024] Mental State Recognition by Analyzing Multimodal EEG-fNIRS via CNN☆29Jun 11, 2024Updated last year
- Code for training, evaluating, and visualizing performance of mental workload classification using fNIRS BCI sensors☆33Nov 10, 2021Updated 4 years ago
- Tutorial for data processing for hybrid BCI☆44May 16, 2018Updated 7 years ago
- Python A novel multimodal approach for hybridbrain-computer interface☆20May 25, 2020Updated 5 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 3 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
- ☆15Sep 21, 2023Updated 2 years ago
- Public fNIRS dataset☆50May 31, 2023Updated 2 years ago
- Accompanying code repository for NEMO, A Database for Emotion Analysis Using Functional Near-infrared Spectroscopy☆13Sep 11, 2023Updated 2 years ago
- Motor Imagery EEG-BCIs - From 0 to Deep Learning with BCI-IV 2a dataset☆11Oct 25, 2022Updated 3 years ago
- A Novel Decoding Approach for Hybrid EEG-fNIRS BCI.☆35Mar 13, 2025Updated last year
- Bimodal emotion database developed by Affective Information Processing Lab at Southeast University (AiplSeu)☆14Mar 12, 2025Updated last year
- Perceptual Position-aware Shapelet Network, accepted by ECML PKDD 2022☆12Jun 27, 2022Updated 3 years ago
- ShapeFormer: Shapelet Transformer for Multivariate Time Series Classification☆132Dec 5, 2024Updated last year
- ☆27Feb 28, 2025Updated last year
- A source code for "VIGNet: A deep convolutional neural network for EEG-based driver vigilance estiamtion"☆10May 15, 2022Updated 3 years ago
- The paper "Adversarial Dynamic Shapelet Network"☆15Jun 12, 2022Updated 3 years ago
- This is an official pytorch implementation for paper "Learning Soft Sparse Shapes for Efficient Time-Series Classification" (ICML-25, Spo…☆20Jun 9, 2025Updated 9 months ago
- [NeurIPS2025 Spotlight] CSBrain: Cross-scale Spatiotemporal Brain Foundation Model for EEG Decoding☆32Nov 26, 2025Updated 3 months ago
- ☆17Jul 11, 2023Updated 2 years ago
- A minimal and interpretable Brian2 based DYNAP neuromorphic processor simulator for educational purposes.☆12Jun 23, 2022Updated 3 years ago
- Load, View, Analyze FNIRSI 1013D .wav files in Excel with VBA☆18Mar 12, 2021Updated 5 years ago
- ☆21Apr 22, 2024Updated last year
- A MATLAB toolbox for classification of motor imagery tasks in EEG-based BCI system with CSP, FB-CSP and BSSFO☆10Sep 19, 2022Updated 3 years ago
- ☆10Jun 3, 2020Updated 5 years ago
- Official PyTorch Code for "Dynamic Temperature Knowledge Distillation"☆11Mar 28, 2025Updated 11 months ago
- 这里会收集一些简单的机器学习 demo。使用尽量简单的语言剖析原理，使用 Python3.6 下的 Tensorflow。☆10Apr 7, 2018Updated 7 years ago
- Implementation of Convolutional Recurrent Neural Network (CRNN) to decode motor imagery EEG data.☆12Mar 25, 2023Updated 2 years ago
- Code for "General-Purpose Brain Foundation Models for Time-Series Neuroimaging Data"☆15Dec 14, 2024Updated last year
- Kalkulator MMPI-2 https://kosciolek.github.io/MMPI-2/☆14Mar 2, 2026Updated 2 weeks ago
- A implementation of Gramian Angular Field (GAF) in Pytorch.☆20Apr 21, 2023Updated 2 years ago
- This is the dataset for the competition "Clinical Brain Computer Interfaces Challenge" to be held at WCCI 2020 at Glasgow. There are the …☆10Jan 20, 2022Updated 4 years ago
- By Weng (Weng Fei Fung). A beautiful, searchable web interface for browsing and downloading n8n automation templates to speed up developm…☆21Jun 30, 2025Updated 8 months ago
- Scientific software written in Python 3 for the creation of Recurrence Plot (RP), Cross Recurrence Plot (CRP), and Joint Recurrence Plot …☆30Mar 27, 2021Updated 4 years ago
- ☆15Sep 7, 2019Updated 6 years ago
- The code to simulate spiking neural networks as used in the paper "Spiking Time-Dependent Plasticity Leads to Efficient Coding of Predict…☆10Nov 24, 2019Updated 6 years ago
- SORTED: A curated collection of interesting ideas, tools, and resources in neuroscience, data management, and data science, all in the sp…☆27Aug 10, 2025Updated 7 months ago
- Eye movement and blink-related EEG and MEG artifact correction algorithms☆27Jun 10, 2020Updated 5 years ago