[ESWA] NeuroXAI: Adaptive, Robust, Explainable Surrogate Framework for Determination of Channel Importance in EEG Application
☆37Dec 18, 2024Updated last year
Alternatives and similar repositories for NeuroXAI
Users that are interested in NeuroXAI are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [IEEE Access] A Novel Negative-sample-free Contrastive Self-Supervised Learning for EEG-Based Motor Imagery Classification☆12Feb 16, 2025Updated last year
- [IEEE TCYB] Toward Foundational Model for Sleep Analysis Using a Multimodal Hybrid Self-Supervised Learning Framework☆36Oct 12, 2025Updated last year
- [IEEE TNNLS] NeuroNet: A Novel Hybrid Self-Supervised Learning Framework for Sleep Stage Classification Using Single-Channel EEG☆73Feb 14, 2025Updated last year
- 부동산 지인 사이트에 사용될 각 아파트별 현재 시세 예측 시스템☆11Feb 24, 2020Updated 6 years ago
- Deep Learning Algorithm을 활용한 한영 번역기 개발☆12Aug 21, 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.
- FreqDGT: Frequency-Adaptive Dynamic Graph Networks with Transformer for Cross-subject EEG Emotion Recognition☆16Jul 8, 2025Updated last year
- ☆10Dec 27, 2024Updated last year
- [ICLR 2025] BrainUICL: An Unsupervised Individual Continual Learning Framework for EEG Applications☆43Jul 19, 2025Updated last year
- [BIBM2024] MEEG and AT-DGNN: Improving EEG Emotion Recognition with Music Introducing and Graph-based Learning☆110Apr 22, 2025Updated last year
- Code to reproduce the main results in: Siebenhühner et al., 2020, "Resting-state cross-frequency coupling networks in human electrophysio…☆11Mar 11, 2020Updated 6 years ago
- Official PyTorch implementation of research papaer "Learning Interpretable Representations Leads to Semantically Faithful EEG-to-Text Gen…☆19Jun 1, 2025Updated last year
- [NeurIPS 2024] Code release for NeuroBOLT☆45Jul 11, 2026Updated 3 months ago
- [AAAI 2026] Shrinking the Teacher: An Adaptive Teaching Paradigm for Asymmetric EEG-Vision Alignment☆20Dec 16, 2025Updated 10 months ago
- ARNN: Attentive Recurrent Neural Network for Multi-channel EEG Signals to Identify Epileptic Seizures☆17Mar 8, 2024Updated 2 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Resources for the paper titled "Evaluating Latent Space Robustness and Uncertainty of EEG-ML Models under Realistic Distribution Shifts".…☆20Jul 12, 2023Updated 3 years ago
- PhysioEx, a PyTorch based library for Interpretable physiological signal classifiers☆30Updated this week
- Pytorch code of paper "Learning Robust Deep Visual Representations from EEG Brain Recordings". [WACV 2024]☆53Mar 21, 2024Updated 2 years ago
- machine learning models for predicting depression based on EEG data☆25Sep 9, 2022Updated 4 years ago
- SleepGPT☆32Apr 23, 2026Updated 5 months ago
- The official implementation of our paper "MEET: A Multi-band EEG Transformer for Brain States Decoding"☆18May 28, 2022Updated 4 years ago
- Depression study through EEG data☆27Dec 18, 2021Updated 4 years ago
- ☆18Mar 30, 2025Updated last year
- The paper is being submitted☆19Jun 26, 2023Updated 3 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Example methods for estimation of phase of brain-rhythms for real-time use☆12Dec 3, 2024Updated last year
- SPD-CNN: A Plain CNN-Based Model Using the Symmetric Positive Definite Matrices for Cross-Subject EEG Classification with Meta-Transfer-L…☆24Sep 22, 2022Updated 4 years ago
- ALPHA: AnomaLous Physiological Health Assessment Using Large Language Models (AI Health Summit 23)☆19Feb 25, 2025Updated last year
- BIBM 24, mixture of graph experts for cross-subject EEG emotion recognitions☆19Apr 25, 2025Updated last year
- Repository for ICE1011, an undergraduate and graduate course on signal analysis for neuroscience☆17Oct 19, 2021Updated 4 years ago
- The official implement of Mind's eye: image recognition by EEG via multimodal similarity-keeping contrastive learning.☆44Apr 13, 2025Updated last year
- estimate cross-frequency coupling (aka nested oscillation or phase-amplitude coupling) for neural signals☆18Sep 17, 2016Updated 10 years ago
- Evaluating the role of EEG preprocessing for deep learning applications.☆17Mar 10, 2025Updated last year
- Implementation of the paper: "Audio Mamba: Bidirectional State Space Model for Audio Representation Learning" in pytorch☆15Updated this week
- 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.
- Official repository of EEG-Inception, a general-purpose and powerful deep convolutional neural network for EEG procesing☆49Sep 22, 2023Updated 3 years ago
- ☆40Aug 21, 2025Updated last year
- A GLM based approach to measure CFC☆16Oct 4, 2019Updated 7 years ago
- Imagined speech recognition using EEG signals. KaraOne database, FEIS database.☆26Dec 24, 2025Updated 9 months ago
- DeepSOZ: A Robust Deep Model for Joint Temporal and Spatial Seizure Onset Localization from Multichannel EEG Data☆11Jul 24, 2024Updated 2 years ago
- A basic sales agent application using Streamlit for the user interface and LangChain for the AI component. The agent should be able to: .…☆16Mar 3, 2025Updated last year
- codes for paper: ECG-Based Heart Arrhythmia Diagnosis Through Attentional Convolutional Neural Networks☆15Jun 27, 2023Updated 3 years ago