Copertina

EEG-EMG FAConformer: Frequency Aware Conv-Transformer for the fusion of EEG and EMG

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	He, ZhengXiao, Cai, Minghong, Li, Letian, Tian, Siyuan, Dai, Ren-Jie
Natura:	Preprint
Pubblicazione:	2024
Soggetti:	Signal Processing Artificial Intelligence Neurons and Cognition
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

A 1000-hour EEG-EMG-audio dataset of Japanese speech production
di: Sato, Motoshige, et al.
Pubblicazione: (2026)

PiEEG-16 to Measure 16 EEG Channels with Raspberry Pi for Brain-Computer Interfaces and EEG devices
di: Rakhmatulin, Ildar
Pubblicazione: (2024)

Generating Visual Stimuli from EEG Recordings using Transformer-encoder based EEG encoder and GAN
di: Mishra, Rahul, et al.
Pubblicazione: (2024)

Sub-Scalp EEG for Sensorimotor Brain-Computer Interface
di: Mahoney, Timothy B, et al.
Pubblicazione: (2025)

Investigating Brain Connectivity and Regional Statistics from EEG for early stage Parkinson's Classification
di: Sahota, Amarpal, et al.
Pubblicazione: (2024)

A Survey of Spatio-Temporal EEG data Analysis: from Models to Applications
di: Wang, Pengfei, et al.
Pubblicazione: (2024)

Earable Platform with Integrated Simultaneous EEG Sensing and Auditory Stimulation
di: Lee, Min Suk, et al.
Pubblicazione: (2026)

EEG Foundation Models for BCI Learn Diverse Features of Electrophysiology
di: Ogg, Mattson, et al.
Pubblicazione: (2025)

EEG-based Decoding of Selective Visual Attention in Superimposed Videos
di: Yao, Yuanyuan, et al.
Pubblicazione: (2024)

A novel Fourier Adjacency Transformer for advanced EEG emotion recognition
di: Wang, Jinfeng, et al.
Pubblicazione: (2025)

Quantifying Data Requirements for EEG Independent Component Analysis Using AMICA
di: Frank, Gwenevere, et al.
Pubblicazione: (2025)

Low-Rank + Sparse Decomposition (LR+SD) for EEG Artifact Removal
di: Gilles, Jerome, et al.
Pubblicazione: (2024)

CLASH: Contrastive learning through alignment shifting to extract stimulus information from EEG
di: Accou, Bernd, et al.
Pubblicazione: (2023)

EEG-Based Framework for Reflexive and Perceptual Assessment in CLIS: Preliminary Study in Healthy Volunteers
di: Leal, Nicoli, et al.
Pubblicazione: (2025)

Resting-State EEG Biomarkers of Tinnitus Robust to Cross-Subject and Cross-Platform Variation
di: Balaji, Adyant, et al.
Pubblicazione: (2026)

Adaptive Segmentation of EEG for Machine Learning Applications
di: Zhou, Johnson, et al.
Pubblicazione: (2025)

Research on Event-Related Desynchronization of Motor Imagery and Movement Based on Localized EEG Cortical Sources
di: Wang, Yuqing
Pubblicazione: (2025)

Bibliometric-enhanced Systematic Literature Review of EEG in Education: Learning Concepts, Computational Methods, and Research Opportunities
di: Wijaya, Adi, et al.
Pubblicazione: (2025)

EEG-Deformer: A Dense Convolutional Transformer for Brain-computer Interfaces
di: Ding, Yi, et al.
Pubblicazione: (2024)

How Does a Single EEG Channel Tell Us About Brain States in Brain-Computer Interfaces ?
di: Ajra, Zaineb, et al.
Pubblicazione: (2024)

Classification of Emerging Neural Activity from Planning to Grasp Execution using a Novel EEG-Based BCI Platform
di: Cetera, Anna, et al.
Pubblicazione: (2024)

NeuroAssist: Enhancing Cognitive-Computer Synergy with Adaptive AI and Advanced Neural Decoding for Efficient EEG Signal Classification
di: Dandamudi, Eeshan G.
Pubblicazione: (2024)

Dual-Task Graph Neural Network for Joint Seizure Onset Zone Localization and Outcome Prediction using Stereo EEG
di: Amir, Syeda Abeera, et al.
Pubblicazione: (2025)

Brain-OF: An Omnifunctional Foundation Model for fMRI, EEG and MEG
di: Guo, Hanning, et al.
Pubblicazione: (2026)

Shared Attention-based Autoencoder with Hierarchical Fusion-based Graph Convolution Network for sEEG SOZ Identification
di: Yan, Huachao, et al.
Pubblicazione: (2024)

Repetitive TMS-based Identification of Methamphetamine-Dependent Individuals Using EEG Spectra
di: Zeng, Ziyi, et al.
Pubblicazione: (2025)

EEGFormer: Towards Transferable and Interpretable Large-Scale EEG Foundation Model
di: Chen, Yuqi, et al.
Pubblicazione: (2024)

Balancing Spectral, Temporal and Spatial Information for EEG-based Alzheimer's Disease Classification
di: Goerttler, Stephan, et al.
Pubblicazione: (2024)

EEG Foundation Models: A Critical Review of Current Progress and Future Directions
di: Kuruppu, Gayal, et al.
Pubblicazione: (2025)

Wavelet Analysis of Noninvasive EEG Signals Discriminates Complex and Natural Grasp Types
di: Rabiee, Ali, et al.
Pubblicazione: (2024)

CBraMod: A Criss-Cross Brain Foundation Model for EEG Decoding
di: Wang, Jiquan, et al.
Pubblicazione: (2024)

Hybrid Brain-Machine Interface: Integrating EEG and EMG for Reduced Physical Demand
di: Wang, Daniel, et al.
Pubblicazione: (2025)

Comparative Analysis of Deep Learning Approaches for Harmful Brain Activity Detection Using EEG
di: Bhatti, Shivraj Singh, et al.
Pubblicazione: (2024)

Foundation Model Guided Dual-Branch Co-Adaptation for Source-Free EEG Decoding
di: Gong, Peiliang, et al.
Pubblicazione: (2026)

Exploring Deep Learning Models for EEG Neural Decoding
di: Dixen, Laurits, et al.
Pubblicazione: (2025)

Unlocking the Full Potential of High-Density Surface EMG: Novel Non-Invasive High-Yield Motor Unit Decomposition
di: Grison, Agnese, et al.
Pubblicazione: (2024)

Decoding Natural Images from EEG for Object Recognition
di: Song, Yonghao, et al.
Pubblicazione: (2023)

Brian Intensify: An Adaptive Machine Learning Framework for Auditory EEG Stimulation and Cognitive Enhancement in FXS
di: ElSayed, Zag, et al.
Pubblicazione: (2025)

Automatic EEG Independent Component Classification Using ICLabel in Python
di: Delorme, Arnaud, et al.
Pubblicazione: (2024)

Large Cognition Model: Towards Pretrained EEG Foundation Model
di: Chen, Chi-Sheng, et al.
Pubblicazione: (2025)