Image de couverture de livre

EEG-SSM: Leveraging State-Space Model for Dementia Detection

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Tran, Xuan-The, Le, Linh, Nguyen, Quoc Toan, Do, Thomas, Lin, Chin-Teng
Format:	Preprint
Publié:	2024
Sujets:	Machine Learning Artificial Intelligence Human-Computer Interaction
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

Inter- and Intra-Subject Variability in EEG: A Systematic Survey
par: Tran, Xuan-The, et autres
Publié: (2026)

Can ChatGPT Diagnose Alzheimer's Disease?
par: Nguyen, Quoc-Toan, et autres
Publié: (2025)

CaMBRAIN: Real-time, Continuous EEG Inference with Causal State Space Models
par: Durgam, Abhilash, et autres
Publié: (2026)

Design and Quantitative Evaluation of an Embedded EEG Instrumentation Platform for Real-Time SSVEP Decoding
par: Nguyen, Manh-Dat, et autres
Publié: (2026)

Neural Spelling: A Spell-Based BCI System for Language Neural Decoding
par: Jiang, Xiaowei, et autres
Publié: (2025)

Improving Trust Estimation in Human-Robot Collaboration Using Beta Reputation at Fine-grained Timescales
par: Dagdanov, Resul, et autres
Publié: (2024)

RAICL: Retrieval-Augmented In-Context Learning for Vision-Language-Model Based EEG Seizure Detection
par: Li, Siyang, et autres
Publié: (2026)

Leveraging LLMs to Predict Affective States via Smartphone Sensor Features
par: Zhang, Tianyi, et autres
Publié: (2024)

Beyond Accuracy: Robustness, Interpretability and Expressiveness of EEG Foundation Models
par: Širca, Urban, et autres
Publié: (2026)

SpecMoE: Spectral Mixture-of-Experts Foundation Model for Cross-Species EEG Decoding
par: Darankoum, Davy, et autres
Publié: (2026)

Scaling Text2SQL via LLM-efficient Schema Filtering with Functional Dependency Graph Rerankers
par: Hoang, Thanh Dat, et autres
Publié: (2025)

Understanding Mental States in Active and Autonomous Driving with EEG
par: Angkan, Prithila, et autres
Publié: (2025)

Approach to Visual Attractiveness of Event Space Through Data-Driven Environment and Spatial Perception
par: Majiid, Aliffi, et autres
Publié: (2025)

Protecting Multiple Types of Privacy Simultaneously in EEG-based Brain-Computer Interfaces
par: Meng, Lubin, et autres
Publié: (2024)

Spatial Distillation based Distribution Alignment (SDDA) for Cross-Headset EEG Classification
par: Liu, Dingkun, et autres
Publié: (2025)

Detecting Reading-Induced Confusion Using EEG and Eye Tracking
par: Zhuang, Haojun, et autres
Publié: (2025)

A Survey on Bridging EEG Signals and Generative AI: From Image and Text to Beyond
par: Shukla, Shreya, et autres
Publié: (2025)

EEG motor imagery decoding: A framework for comparative analysis with channel attention mechanisms
par: Wimpff, Martin, et autres
Publié: (2023)

Alignment-Based Adversarial Training (ABAT) for Improving the Robustness and Accuracy of EEG-Based BCIs
par: Chen, Xiaoqing, et autres
Publié: (2024)

Decoding Human Emotions: Analyzing Multi-Channel EEG Data using LSTM Networks
par: Sateesh, Shyam K, et autres
Publié: (2024)

Cross-Subject EEG Emotion Recognition Based on Temporal Asynchronous Alignment Contrastive Learning
par: Xie, Ying, et autres
Publié: (2026)

EEG-SCMM: Soft Contrastive Masked Modeling for Cross-Corpus EEG-Based Emotion Recognition
par: Liu, Qile, et autres
Publié: (2024)

A Systematic Evaluation of Self-Supervised Learning for Label-Efficient Sleep Staging with Wearable EEG
par: Estevan, Emilio, et autres
Publié: (2025)

Limited but consistent gains in adversarial robustness by co-training object recognition models with human EEG
par: Guo, Manshan, et autres
Publié: (2024)

Dataset Refinement for Improving the Generalization Ability of the EEG Decoding Model
par: Kim, Sung-Jin, et autres
Publié: (2024)

EEG-based AI-BCI Wheelchair Advancement: Hybrid Deep Learning with Motor Imagery for Brain Computer Interface
par: Thapa, Bipul, et autres
Publié: (2025)

Spatial-Temporal Transformer with Curriculum Learning for EEG-Based Emotion Recognition
par: Lin, Xuetao, et autres
Publié: (2025)

ArEEG_Words: Dataset for Envisioned Speech Recognition using EEG for Arabic Words
par: Darwish, Hazem, et autres
Publié: (2024)

Strength Estimation and Human-Like Strength Adjustment in Games
par: Chen, Chun Jung, et autres
Publié: (2025)

Multimodal Foundation Models for Early Disease Detection
par: Mohsin, Md Talha, et autres
Publié: (2025)

One-Block Transformer (1BT) for EEG-Based Cognitive Workload Assessment
par: Gkikas, Stefanos, et autres
Publié: (2026)

EEG decoding with conditional identification information
par: Sun, Pengfei, et autres
Publié: (2024)

Explainable Anomaly Detection: Counterfactual driven What-If Analysis
par: Cummins, Logan, et autres
Publié: (2024)

Motion2Meaning: A Clinician-Centered Framework for Contestable LLM in Parkinson's Disease Gait Interpretation
par: Nguyen, Loc Phuc Truong, et autres
Publié: (2025)

EEG-Titans: Long-Horizon Seizure Forecasting via Dual-Branch Attention and Neural Memory
par: Pham, Tien-Dat, et autres
Publié: (2026)

Foundation Models for Cross-Domain EEG Analysis Application: A Survey
par: Li, Hongqi, et autres
Publié: (2025)

Efficient Speech Command Recognition Leveraging Spiking Neural Network and Curriculum Learning-based Knowledge Distillation
par: Wang, Jiaqi, et autres
Publié: (2024)

Leveraging Large Language Models for Hybrid Workplace Decision Support
par: Kim, Yujin, et autres
Publié: (2024)

DrowzEE-G-Mamba: Leveraging EEG and State Space Models for Driver Drowsiness Detection
par: Siddhad, Gourav, et autres
Publié: (2024)

Predicting Affective States from Screen Text Sentiment
par: Teng, Songyan, et autres
Publié: (2024)