A simple interpretable classification neural network for EEG data with toolbox for its weights interpretation
☆18Dec 29, 2025Updated 6 months ago
Alternatives and similar repositories for EEGSimpleNet
Users that are interested in EEGSimpleNet are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆24Nov 20, 2024Updated last year
- Brainwave is a state-of-the-art neural decoder that transforms electroencephalogram (EEG) and brain signals into multimodal outputs inclu…☆14Oct 6, 2025Updated 9 months ago
- Load XDF files in Julia☆12Jun 23, 2026Updated 3 weeks ago
- [ICML 2025 GenBio Workshop] Official Implementation for "Electrostatics from Laplacian Eigenbasis for Neural Network Interatomic Potentia…☆18Jun 12, 2025Updated last year
- Python validation, summary, and analysis tools for HED (Hierarchical Event Descriptors).☆18Updated this week
- 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.
- Machine Learning in Neuroimaging data, Fall 2020.☆23Aug 3, 2022Updated 3 years ago
- Interactive demonstration of how dipole location and orientation affect MEG and EEG sensor signals☆30Jun 18, 2022Updated 4 years ago
- This is a python code for extracting EEG signals from dataset 2b from competition iv, then it converts the data to spectrogram images to …☆18Apr 11, 2023Updated 3 years ago
- STE/MNI/HIL HFO/Spindle detection, classification and visualization☆18Jun 3, 2026Updated last month
- [ICLR 2025] XAIguiFormer: explainable artificial intelligence guided transformer for brain disorder identification☆15Mar 1, 2026Updated 4 months ago
- A demo application using LightningChart JS to display ECG data.☆14May 6, 2026Updated 2 months ago
- Flexible bidsificator for multimodal datasets☆13May 14, 2026Updated 2 months ago
- Fast cluster-based permutation test for densely-sampled, multi-level time series data (ex: eyetracking, EEG)☆14Mar 10, 2025Updated last year
- Julia toolbox for analyzing neurophysiological data☆21Jul 14, 2026Updated last week
- 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 Mathematical Cognitive Neuroscience Toolbox (mcntoolbox). Code associated with the publication "How attention influences perceptual d…☆15Jan 27, 2021Updated 5 years ago
- Code for Cross-Task Neural Architecture Search for EEG Signals☆17Mar 7, 2023Updated 3 years ago
- Robust electrophysiology tools with GPU acceleration☆22May 19, 2026Updated 2 months ago
- A toolkit for organizing, cleaning and analysing your image datasets.☆18Mar 23, 2026Updated 3 months ago
- Lua-Based Machine Learning, Deep Learning And Reinforcement Learning Library. Contains Over 100 Models!☆18Updated this week
- Contrastive Learning of Shared SpatioTemporal EEG Representations across individuals☆23Jun 3, 2024Updated 2 years ago
- Imagined speech recognition using EEG signals. KaraOne database, FEIS database.☆25Dec 24, 2025Updated 6 months ago
- Wearanize+ is a multimodal sleep dataset containing overnight sleep data from 130 young, healthy participants using PSG and three wearabl…☆23Updated this week
- A Kubernetes-native network observability tool that uses eBPF to auto-instrument network traffic and export it as Flow Traces via OpenTel…☆31Jul 12, 2026Updated last week
- 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.
- Conditional EEG diffusion model☆16Apr 5, 2024Updated 2 years ago
- A project that uses EEG data to classify human emotions using machine learning techniques.☆21Oct 26, 2023Updated 2 years ago
- RT-DATR: Enhancing Real-time Unsupervised Domain Adaptive Detection Transformer for Autonomous Driving☆20Oct 26, 2025Updated 8 months ago
- TCN + Bi-Mamba/FLA + GNN + Dynamic LPE for Clinical EEG Seizure Detection☆22Dec 29, 2025Updated 6 months ago
- GEDAI in python☆20Jul 14, 2026Updated last week
- ☆34Jun 25, 2025Updated last year
- ☆42Jul 14, 2025Updated last year
- Gradient-free optimization method for the multidimensional arrays and discretized multivariate functions based on the tensor train (TT) f…☆41Apr 29, 2025Updated last year
- Neural control framework for drones using motor imagery EEG classification. Achieves 73% cross-subject accuracy with PyTorch and enables …☆19Nov 21, 2025Updated 8 months ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- MWF-based EEG artifact removal in MATLAB☆28Jun 11, 2024Updated 2 years ago
- OpenHRStrap is an open-source DIY chest-strap heart-rate tracker built around the ESP32. It measures real biosignals through electrodes, …☆28Nov 30, 2025Updated 7 months ago
- This repository contains the source codes of the article published to detect changes in ECG caused by COVID-19 and automatically diagnose…☆23Aug 27, 2025Updated 10 months ago
- Self-supervised pre-training for ECG representation with inspiration from transformers & computer vision☆29Sep 17, 2025Updated 10 months ago
- It is the task to classify BCI competition datasets (EEG signals) using EEGNet and DeepConvNet with different activation functions. You …☆26Jun 18, 2022Updated 4 years ago
- EEG-DIF: Early Warning of Epileptic Seizures through Generative Diffusion Model-based Multi-channel EEG Signals Forecasting☆36Aug 15, 2025Updated 11 months ago
- [Neurocomputing 2026] EEGDiffuser: Label-guided EEG signals synthesis via diffusion model for BCI applications☆30Jan 7, 2026Updated 6 months ago