An Open-Source GUI for CNN-based EEG Decoding and Model Interpretation
☆20Sep 8, 2022Updated 4 years ago
Alternatives and similar repositories for ExBrainable
Users that are interested in ExBrainable are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆15Nov 9, 2023Updated 2 years ago
- ☆12Nov 27, 2022Updated 3 years ago
- This toolbox allows to simulate interactions between neural mass potentials (resonating at 40Hz) in the structural connectome. Here, a si…☆10Mar 31, 2022Updated 4 years ago
- About Open source code of paper: Toward reliable signals decoding for electroencephalogram: A benchmark study to EEGNeX☆74Sep 14, 2023Updated 3 years ago
- Pytorch implementation of "Mutual Information-driven Subject-invariant and Class-relevant Deep Representation Learning in BCI"☆24Sep 30, 2021Updated 5 years ago
- 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.
- [ICLR 2025] XAIguiFormer: explainable artificial intelligence guided transformer for brain disorder identification☆15Mar 1, 2026Updated 7 months ago
- BandRatios project repository: Electrophysiological Frequency Band Ratio Measures Conflate Periodic and Aperiodic Neural Activity.☆14Oct 29, 2023Updated 2 years ago
- Official implementation of our MICCAI 2022 paper "mulEEG: A Multi-View Representation Learning on EEG Signals"☆35Oct 29, 2025Updated 11 months ago
- In this project, we propose a CNN model to classify single-channel EEG for driver drowsiness detection. We use the Class Activation Map (…☆32Mar 9, 2022Updated 4 years ago
- EEG-pyline is a pipeline for EEG data pre-processing, analysis and visualisation created for neuroscience and mental health research.☆37Feb 12, 2025Updated last year
- code for LMDA☆90Jul 14, 2023Updated 3 years ago
- EEG online experiment GUI☆19Jun 7, 2023Updated 3 years ago
- ☆10Dec 27, 2024Updated last year
- Auribises Python & AI Jan 2020 Batch☆11May 8, 2020Updated 6 years ago
- 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.
- ☆34Jul 22, 2024Updated 2 years ago
- SpikeStream Visualisation Code as seen on https://spikestream.corticallabs.com and https://www.youtube.com/watch?v=9ksLuRoEq6A☆20Nov 10, 2023Updated 2 years ago
- Learning Representations From EEG With Deep Recurrent-Convolutional Neural Networks☆18Dec 31, 2019Updated 6 years ago
- This project attacked widely-used EEG spellers, e.g., P300 spellers and SSVEP spellers, with adversarial perturbation templates. We cons…☆14Jul 14, 2020Updated 6 years ago
- ☆81Aug 30, 2023Updated 3 years ago
- The PyTorch implementation of DANN (Domain-Adversarial Training of Neural Networks).☆10Dec 4, 2023Updated 2 years ago
- Manifold Embedded Knowledge Transfer for Brain-Computer Interfaces (MEKT)☆47Feb 1, 2021Updated 5 years ago
- FastONN - Python based open-source GPU implementation for Operational Neural Networks☆29Feb 29, 2024Updated 2 years ago
- Code for "Self-Distillation as Instance-Specific Label Smoothing"☆15Oct 22, 2020Updated 5 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.
- Code to go along with Velasco et. al.☆11Jun 5, 2019Updated 7 years ago
- ☆12Feb 27, 2024Updated 2 years ago
- hese scripts aim at computing the effective connectivity by using functional and structural MRI data, as in A.Crimi et al. "Effective Bra…☆21Sep 24, 2021Updated 5 years ago
- How EEG preprocessing shapes decoding performance☆17Jul 11, 2025Updated last year
- End-to-End Voice Encryption between Raspberry Pi and PC using AES☆17Feb 16, 2017Updated 9 years ago
- Classifies percussion audio samples with a CNN-LSTM, written in python and pytorch. Also exports to Drumkv1 (lv2 plugin)☆14Aug 20, 2020Updated 6 years ago
- ☆13May 31, 2023Updated 3 years ago
- Official implementation of "A Knowledge Distillation Framework for Enhancing Ear-EEG based Sleep Staging with Scalp-EEG Data"☆23Nov 7, 2022Updated 3 years ago
- A c++ fraction class☆10Jul 24, 2020Updated 6 years ago
- 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.
- A novel contrastive split-latent permutation autoencoder (CSLP-AE) framework☆15Nov 20, 2024Updated last year
- Source code for running GigaDB☆14Jul 1, 2026Updated 3 months ago
- AI, especially Deep Learning, has made breakthroughs in learning from Brain Signals, vital for both Brain Encoding and Decoding. Unlock t…☆17Sep 17, 2025Updated last year
- ☆31Dec 4, 2024Updated last year
- EEG Artifact Removal Using Deep Learning (source code, IEEE Journal of Biomedical and Health Informatics)☆48Aug 24, 2022Updated 4 years ago
- We propose LightCNN, a lightweight CNN architecture designed for efficient and effective Parkinson's disease classification using EEG dat…☆20Sep 4, 2024Updated 2 years ago
- [ECML 2025 Oral]☆11Jun 9, 2025Updated last year