[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:
- Transformer-based fNIRS Classification. Paper: Transformer Model for Functional Near-Infrared Spectroscopy Classification☆98May 23, 2026Updated 2 months ago
- Temporal Attention Fusion Network with Custom Loss Function for EEG-fNIRS Classification☆16Mar 18, 2026Updated 4 months ago
- ☆17Sep 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
- This is the official implementation of ESWA - A bidirectional cross-modal transformer representation learning model for EEG-fNIRS multimo…☆29Feb 24, 2025Updated last year
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Code for training, evaluating, and visualizing performance of mental workload classification using fNIRS BCI sensors☆34Nov 10, 2021Updated 4 years ago
- Official implementation of [NeurIPS 2024] Con4m: Context-aware Consistency Learning Framework for Segmented Time Series Classification☆15May 14, 2025Updated last year
- Public fNIRS dataset☆56May 31, 2023Updated 3 years ago
- A Novel Decoding Approach for Hybrid EEG-fNIRS BCI.☆46Mar 13, 2025Updated last year
- 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☆47Nov 26, 2025Updated 8 months ago
- IEEE Transactions on Affective Computing 2023☆31Jan 28, 2024Updated 2 years ago
- ☆47Jun 26, 2019Updated 7 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- 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 2 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
- ShapeFormer: Shapelet Transformer for Multivariate Time Series Classification☆134Dec 5, 2024Updated last year
- Perceptual Position-aware Shapelet Network, accepted by ECML PKDD 2022☆11Jun 27, 2022Updated 4 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
- Image Segmentation using k-means, n-cuts and superpixels☆11Mar 31, 2019Updated 7 years ago
- ☆30Dec 4, 2024Updated last year
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- The paper "Adversarial Dynamic Shapelet Network"☆14Jun 12, 2022Updated 4 years ago
- ☆17Jul 6, 2026Updated last month
- ☆14Nov 18, 2025Updated 8 months 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
- Official PyTorch Code for "Dynamic Temperature Knowledge Distillation"☆11Mar 28, 2025Updated last year
- ☆19Mar 26, 2023Updated 3 years ago
- ☆13Jun 22, 2026Updated last month
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- ☆14Jul 5, 2026Updated last month
- Accompanying code repository for NEMO, A Database for Emotion Analysis Using Functional Near-infrared Spectroscopy☆14Sep 11, 2023Updated 2 years ago
- 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 8 months ago
- Vision Transformer GAN Architecture☆12May 19, 2021Updated 5 years ago
- An event based dataset loader under one common python API.☆10Mar 22, 2022Updated 4 years ago
- This is an official pytorch implementation for paper "Learning Soft Sparse Shapes for Efficient Time-Series Classification" (ICML-25, Spo…☆22Jun 9, 2025Updated last year