[Sensors 2024] Mental State Recognition by Analyzing Multimodal EEG-fNIRS via CNN
☆30Jun 11, 2024Updated 2 years ago
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:
- Package for bimodal training of deep neural networks on neurological data. Pypi: https://pypi.org/project/BiModNeuroCNN/☆15Nov 9, 2021Updated 4 years ago
- CNN-based fNIRS classification: Rethinking Delayed Hemodynamic Responses for fNIRS Classification☆38May 23, 2026Updated 3 months ago
- Temporal Attention Fusion Network with Custom Loss Function for EEG-fNIRS Classification☆16Mar 18, 2026Updated 5 months ago
- ☆18Sep 21, 2023Updated 2 years ago
- Preprocessing and feature extraction (slopes, moving slopes, Kurtosis, skewness, mean and variance) codes in MATLAB for analyzing fNIRS (…☆11Jan 16, 2018Updated 8 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Python A novel multimodal approach for hybridbrain-computer interface☆20May 25, 2020Updated 6 years ago
- This is the official implementation of ESWA - A bidirectional cross-modal transformer representation learning model for EEG-fNIRS multimo…☆28Feb 24, 2025Updated last year
- Official implementation of [NeurIPS 2024] Con4m: Context-aware Consistency Learning Framework for Segmented Time Series Classification☆15May 14, 2025Updated last year
- Public fNIRS dataset☆57May 31, 2023Updated 3 years ago
- A Novel Decoding Approach for Hybrid EEG-fNIRS BCI.☆46Mar 13, 2025Updated last year
- Python package for reading, writing and validating Shared Near Infrared Spectroscopy Format (SNIRF) files☆26Apr 28, 2026Updated 4 months ago
- residual deep cnn and lstm for classifying SEED data☆13May 1, 2023Updated 3 years ago
- ☆14Mar 1, 2024Updated 2 years ago
- [NeurIPS2025 Spotlight] CSBrain: Cross-scale Spatiotemporal Brain Foundation Model for EEG Decoding☆48Nov 26, 2025Updated 9 months ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- IEEE Transactions on Affective Computing 2023☆32Jan 28, 2024Updated 2 years ago
- Tutorial for data processing for hybrid BCI☆48May 16, 2018Updated 8 years ago
- Official implementation of the paper "Towards Multi-resolution Spatiotemporal Graph Learning for Medical Time Series Classification".☆33Mar 11, 2026Updated 5 months ago
- 🧠 Inspecting complexity and goal-directedness of imagination in an fNIRS BCI system.☆11Aug 26, 2023Updated 3 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
- 🎧 Muse - The brain sensing headband plus attention level☆18Jul 6, 2023Updated 3 years ago
- Perceptual Position-aware Shapelet Network, accepted by ECML PKDD 2022☆12Jun 27, 2022Updated 4 years ago
- Image Segmentation using k-means, n-cuts and superpixels☆11Mar 31, 2019Updated 7 years ago
- ☆31Dec 4, 2024Updated last year
- 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.
- The paper "Adversarial Dynamic Shapelet Network"☆14Jun 12, 2022Updated 4 years ago
- ☆17Jul 6, 2026Updated last month
- This repo develops and compares Deep Learning algorithms to recognize music emotion.☆22Oct 31, 2024Updated last year
- Making use of the REST API (NeuroMorpho.org v7) to query the database☆13Jun 20, 2023Updated 3 years ago
- ICCV'2023: Combating Noisy Labels with Sample Selection by Mining High-Discrepancy Examples☆12Oct 16, 2023Updated 2 years ago
- MSVTNet: Multi-Scale Vision Transformer Neural Network for EEG-Based Motor Imagery Decoding☆37May 16, 2025Updated last year
- ☆18Oct 6, 2023Updated 2 years ago
- A minimal and interpretable Brian2 based DYNAP neuromorphic processor simulator for educational purposes.☆12Jun 23, 2022Updated 4 years ago
- Official PyTorch Code for "Dynamic Temperature Knowledge Distillation"☆11Mar 28, 2025Updated last year
- 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.
- ☆19Mar 26, 2023Updated 3 years ago
- ☆13Jun 22, 2026Updated 2 months ago
- ☆14Jul 5, 2026Updated last month
- A suite of brain PET processing pipelines☆14Jan 6, 2025Updated last year
- an open database of human head models and companion optode locations for realistic Monte Carlo photon simulations☆16Nov 19, 2025Updated 9 months ago
- Vision Transformer GAN Architecture☆12May 19, 2021Updated 5 years ago
- MATLAB functions for solving linear inverse problems through a combination of Tikhonov and TV regularization terms, subject to a constrai…☆12Jun 28, 2022Updated 4 years ago