:: Library Catalog

Imagen de Portada

Guardado en:

Detalles Bibliográficos
Autores principales:	Kilgallen, Jack, Pearlmutter, Barak, Siskind, Jeffery Mark
Formato:	Preprint
Publicado:	2024
Materias:	Signal Processing Machine Learning
Acceso en línea:	https://arxiv.org/abs/2406.16902
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

The Repeated-Stimulus Confound in Electroencephalography
por: Kilgallen, Jack A., et al.
Publicado: (2025)

EEG-to-Gait Decoding via Phase-Aware Representation Learning
por: Fu, Xi, et al.
Publicado: (2025)

EEG Foundation Challenge: From Cross-Task to Cross-Subject EEG Decoding
por: Aristimunha, Bruno, et al.
Publicado: (2025)

Informed Bootstrap Augmentation Improves EEG Decoding
por: Jeong, Woojae, et al.
Publicado: (2025)

Cross-Subject Generalization for EEG Decoding: A Survey of Deep Learning Methods
por: Li, Taida, et al.
Publicado: (2026)

Deep Riemannian Networks for End-to-End EEG Decoding
por: Wilson, Daniel, et al.
Publicado: (2022)

EEG2GAIT: A Hierarchical Graph Convolutional Network for EEG-based Gait Decoding
por: Fu, Xi, et al.
Publicado: (2025)

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

Knowledge-guided EEG Representation Learning
por: Kommineni, Aditya, et al.
Publicado: (2024)

EEG-to-Voice Decoding of Spoken and Imagined speech Using Non-Invasive EEG
por: Park, Hanbeot, et al.
Publicado: (2025)

EEG Decoding for Datasets with Heterogenous Electrode Configurations using Transfer Learning Graph Neural Networks
por: Han, Jinpei, et al.
Publicado: (2023)

Subject Representation Learning from EEG using Graph Convolutional Variational Autoencoders
por: Mishra, Aditya, et al.
Publicado: (2025)

EEG2Rep: Enhancing Self-supervised EEG Representation Through Informative Masked Inputs
por: Foumani, Navid Mohammadi, et al.
Publicado: (2024)

mixEEG: Enhancing EEG Federated Learning for Cross-subject EEG Classification with Tailored mixup
por: Liu, Xuan-Hao, et al.
Publicado: (2025)

Combining Residual U-Net and Data Augmentation for Dense Temporal Segmentation of Spike Wave Discharges in Single-Channel EEG
por: Sengupta, Saurav, et al.
Publicado: (2026)

Post-processing of EEG-based Auditory Attention Decoding Decisions via Hidden Markov Models
por: Heintz, Nicolas, et al.
Publicado: (2025)

Decoding Covert Speech from EEG Using a Functional Areas Spatio-Temporal Transformer
por: Jiang, Muyun, et al.
Publicado: (2025)

Tokenizing Single-Channel EEG with Time-Frequency Motif Learning
por: Pradeepkumar, Jathurshan, et al.
Publicado: (2025)

Bridging Brain Signals and Language: A Deep Learning Approach to EEG-to-Text Decoding
por: Gedawy, Mostafa El, et al.
Publicado: (2025)

Unsupervised Pairwise Learning Optimization Framework for Cross-Corpus EEG-Based Emotion Recognition Based on Prototype Representation
por: Li, Guangli, et al.
Publicado: (2025)

Biaxialformer: Leveraging Channel Independence and Inter-Channel Correlations in EEG Signal Decoding for Predicting Neurological Outcomes
por: Nesaragi, Naimahmed, et al.
Publicado: (2025)

Temporal Context and Architecture: A Benchmark for Naturalistic EEG Decoding
por: Ergezer, Mehmet
Publicado: (2026)

Contrastive Learning of Shared Spatiotemporal EEG Representations Across Individuals for Naturalistic Neuroscience
por: Shen, Xinke, et al.
Publicado: (2024)

Uni-NTFM: A Unified Foundation Model for EEG Signal Representation Learning
por: Chen, Zhisheng, et al.
Publicado: (2025)

EEG Emotion Recognition Through Deep Learning
por: Dolgopolyi, Roman, et al.
Publicado: (2025)

Data Normalization Strategies for EEG Deep Learning
por: Truong, Dung, et al.
Publicado: (2025)

Hierarchic-EEG2Text: Assessing EEG-To-Text Decoding across Hierarchical Abstraction Levels
por: Sharma, Anupam, et al.
Publicado: (2026)

On the Optimality of Single-label and Multi-label Neural Network Decoders
por: Gültekin, Yunus Can, et al.
Publicado: (2025)

Parkinson's Disease Classification via EEG: All You Need is a Single Convolutional Layer
por: Anjum, Md Fahim
Publicado: (2024)

EEG-ReMinD: Enhancing Neurodegenerative EEG Decoding through Self-Supervised State Reconstruction-Primed Riemannian Dynamics
por: Wang, Zirui, et al.
Publicado: (2025)

TAnet: A New Temporal Attention Network for EEG-based Auditory Spatial Attention Decoding with a Short Decision Window
por: Ding, Yuting, et al.
Publicado: (2024)

Emotion Detection from EEG using Transfer Learning
por: Sidharth, Sidharth, et al.
Publicado: (2023)

GCMCG: A Clustering-Aware Graph Attention and Expert Fusion Network for Multi-Paradigm, Multi-task, and Cross-Subject EEG Decoding
por: Chen, Yiqiao, et al.
Publicado: (2025)

EEG-GMACN: Interpretable EEG Graph Mutual Attention Convolutional Network
por: Ye, Haili, et al.
Publicado: (2024)

Is Limited Participant Diversity Impeding EEG-based Machine Learning?
por: Bomatter, Philipp, et al.
Publicado: (2025)

SCDM: Unified Representation Learning for EEG-to-fNIRS Cross-Modal Generation in MI-BCIs
por: Li, Yisheng, et al.
Publicado: (2024)

Group-level Brain Decoding with Deep Learning
por: Csaky, Richard, et al.
Publicado: (2022)

Deep Learning Based Sphere Decoding
por: Mohammadkarimi, Mostafa, et al.
Publicado: (2018)

SelfEEG: A Python library for Self-Supervised Learning in Electroencephalography
por: Del Pup, Federico, et al.
Publicado: (2023)

EEG-CLIP : Learning EEG representations from natural language descriptions
por: Ndir, Tidiane Camaret, et al.
Publicado: (2025)