[Sensors 2024] Mental State Recognition by Analyzing Multimodal EEG-fNIRS via CNN
☆30Jun 11, 2024Updated last year
Alternatives and similar repositories for EF-Net
Users that are interested in EF-Net 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☆35May 23, 2026Updated 2 weeks ago
- Temporal Attention Fusion Network with Custom Loss Function for EEG-fNIRS Classification☆14Mar 18, 2026Updated 2 months 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
- This is the official implementation of ESWA - A bidirectional cross-modal transformer representation learning model for EEG-fNIRS multimo…☆27Feb 24, 2025Updated last year
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- 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☆51May 31, 2023Updated 3 years ago
- Code for training, evaluating, and visualizing performance of mental workload classification using fNIRS BCI sensors☆33Nov 10, 2021Updated 4 years ago
- Python package for reading, writing and validating Shared Near Infrared Spectroscopy Format (SNIRF) files☆25Apr 28, 2026Updated last month
- ☆14Mar 1, 2024Updated 2 years ago
- Official implementation of the paper "Towards Multi-resolution Spatiotemporal Graph Learning for Medical Time Series Classification".☆31Mar 11, 2026Updated 3 months ago
- Tutorial for data processing for hybrid BCI☆47May 16, 2018Updated 8 years ago
- ☆47Jun 26, 2019Updated 6 years ago
- residual deep cnn and lstm for classifying SEED data☆13May 1, 2023Updated 3 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- 🧠 Inspecting complexity and goal-directedness of imagination in an fNIRS BCI system.☆11Aug 26, 2023Updated 2 years ago
- ☆30Dec 4, 2024Updated last year
- 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
- ShapeFormer: Shapelet Transformer for Multivariate Time Series Classification☆134Dec 5, 2024Updated last year
- ☆31Feb 28, 2025Updated last year
- The paper "Adversarial Dynamic Shapelet Network"☆14Jun 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…☆21Jun 9, 2025Updated last year
- This is just a simple code of how to process EEG data when I learn motor imagination, just for reference.At the same time, it also contai…☆23Nov 13, 2024Updated last year
- [NeurIPS2025 Spotlight] CSBrain: Cross-scale Spatiotemporal Brain Foundation Model for EEG Decoding☆40Nov 26, 2025Updated 6 months ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- ICCV'2023: Combating Noisy Labels with Sample Selection by Mining High-Discrepancy Examples☆12Oct 16, 2023Updated 2 years ago
- Making use of the REST API (NeuroMorpho.org v7) to query the database☆13Jun 20, 2023Updated 2 years ago
- MSVTNet: Multi-Scale Vision Transformer Neural Network for EEG-Based Motor Imagery Decoding☆36May 16, 2025Updated last year
- ☆18Oct 6, 2023Updated 2 years ago
- [ICLR 2025] Code for the PopulationTransformer☆17Oct 16, 2025Updated 7 months ago
- Official PyTorch Code for "Dynamic Temperature Knowledge Distillation"☆11Mar 28, 2025Updated last year
- About Code release for "Dynamical Diffusion: Learning Temporal Dynamics with Diffusion Models" (ICLR 2025)☆34Jul 5, 2025Updated 11 months ago
- ☆19Mar 26, 2023Updated 3 years ago
- MATLAB Project to Classify Different Sleep Stages of the EEG Signals using Machine Learning (Random Forest and Support Vector Machine)☆13Jan 18, 2025Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- ☆13Oct 23, 2024Updated last year
- A suite of brain PET processing pipelines☆14Jan 6, 2025Updated last year
- ☆12Feb 12, 2023Updated 3 years ago
- an open database of human head models and companion optode locations for realistic Monte Carlo photon simulations☆15Nov 19, 2025Updated 6 months ago
- Use PYTHON to analyze data on Taobao user behavior. 利用python对 淘宝用户行为进行数据分析。☆16May 21, 2020Updated 6 years ago
- Accompanying code repository for NEMO, A Database for Emotion Analysis Using Functional Near-infrared Spectroscopy☆14Sep 11, 2023Updated 2 years ago
- In this repo advanced vision tools are used . Algorithms for edge detection of various filters and scaling.☆11Apr 5, 2025Updated last year