Cover Image

Beware of Overestimated Decoding Performance Arising from Temporal Autocorrelations in Electroencephalogram Signals

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Xu, Xiran, Wang, Bo, Xiao, Boda, Niu, Yadong, Wang, Yiwen, Wu, Xihong, Chen, Jing
Format:	Preprint
Published:	2024
Subjects:	Signal Processing
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

A DenseNet-based method for decoding auditory spatial attention with EEG
by: Xu, Xiran, et al.
Published: (2023)

Using Ear-EEG to Decode Auditory Attention in Multiple-speaker Environment
by: Zhu, Haolin, et al.
Published: (2024)

ConvConcatNet: a deep convolutional neural network to reconstruct mel spectrogram from the EEG
by: Xu, Xiran, et al.
Published: (2024)

Self-supervised speech representation and contextual text embedding for match-mismatch classification with EEG recording
by: Wang, Bo, et al.
Published: (2024)

Detection of Sleep Oxygen Desaturations from Electroencephalogram Signals
by: Manjunath, Shashank, et al.
Published: (2024)

Electroencephalogram Emotion Recognition via AUC Maximization
by: Xiao, Minheng
Published: (2024)

Dynamical Embedding of Single Channel Electroencephalogram for Artifact Subspace Reconstruction
by: Hazarika, Doli, et al.
Published: (2024)

Mental Workload Estimation with Electroencephalogram Signals by Combining Multi-Space Deep Models
by: Nguyen, Hong-Hai, et al.
Published: (2023)

Automotive sound field reproduction using deep optimization with spatial domain constraint
by: Qian, Yufan, et al.
Published: (2025)

Enhanced Cross-Dataset Electroencephalogram-based Emotion Recognition using Unsupervised Domain Adaptation
by: Imtiaz, Md Niaz, et al.
Published: (2024)

Unconventional Array Design in the Autocorrelation Domain -- Isophoric 1D Thinning
by: Poli, Lorenzo, et al.
Published: (2024)

Auditory Attention Decoding from Ear-EEG Signals: A Dataset with Dynamic Attention Switching and Rigorous Cross-Validation
by: Zhang, Yuanming, et al.
Published: (2025)

EEGDiR: Electroencephalogram denoising network for temporal information storage and global modeling through Retentive Network
by: Wang, Bin, et al.
Published: (2024)

Probabilistic Constellation Shaping for OFDM ISAC Signals Under Temporal-Frequency Filtering
by: Du, Zhen, et al.
Published: (2025)

Power Measurement Enabled Channel Autocorrelation Matrix Estimation for IRS-Assisted Wireless Communication
by: Yan, Ge, et al.
Published: (2024)

The Analysis and Performance of LODC-OFDM Signal in Nonlinear Rydberg Atomic Sensor
by: Wu, Hao, et al.
Published: (2025)

Multipath Component-Aided Signal Processing for Integrated Sensing and Communication Systems
by: Liu, Haotian, et al.
Published: (2024)

Encoding and Decoding Temporal Signals with Spiking Bandpass Wavelets
by: Pedersen, Jens Egholm, et al.
Published: (2026)

A Nonlinear Spectral Approach for Radar-Based Heartbeat Estimation via Autocorrelation of Higher Harmonics
by: Shimomura, Kohei, et al.
Published: (2025)

Bitwise Over-Parameterized Neural Polar Decoding: A Theoretical Performance Analysis
by: Zhu, Hongzhi, et al.
Published: (2026)

Anatomical Region Recognition and Real-time Bone Tracking Methods by Dynamically Decoding A-Mode Ultrasound Signals
by: Lan, Bangyu, et al.
Published: (2024)

A Novel Sparse Sum and Difference Co-Array With Low Redundancy and Enhanced DOF for Non-Circular Signals
by: Wang, Si, et al.
Published: (2025)

Understanding the Mechanisms Behind Structural Influences on Link Prediction: A Case Study on FB15k-237
by: Jiang, Xiaobo, et al.
Published: (2025)

RS-BNN: A Deep Learning Framework for the Optimal Beamforming Design of Rate-Splitting Multiple Access
by: Wang, Yiwen, et al.
Published: (2024)

Passive Respiration Detection via mmWave Communication Signal Under Interference
by: Wu, Kehan, et al.
Published: (2023)

Reference Signal-Based Waveform Design for Integrated Sensing and Communications System
by: Lyu, Ming, et al.
Published: (2024)

From High-Level Requirements to KPIs: Conformal Signal Temporal Logic Learning for Wireless Communications
by: Chen, Jiechen, et al.
Published: (2026)

RSRP Measurement Based Channel Autocorrelation Estimation for IRS-Aided Wideband Communication
by: Sun, He, et al.
Published: (2024)

ChineseEEG-2: An EEG Dataset for Multimodal Semantic Alignment and Neural Decoding during Reading and Listening
by: Chen, Sitong, et al.
Published: (2025)

HFMCA: Orthonormal Feature Learning for EEG-based Brain Decoding
by: Wang, Yinghao, et al.
Published: (2026)

A Novel Signal Detection Method for Photon-Counting Communications with Nonlinear Distortion Effects
by: Wang, Chen, et al.
Published: (2024)

Characterization of Rydberg-Atom Signal Reception of Dual-Frequency Signals Coupled with Two Energy Levels
by: Wu, Hao, et al.
Published: (2025)

A Spatio-Temporal-Frequency Transformer Framework for Near-Field Target Recognition
by: Zhao, Zongyao, et al.
Published: (2026)

Performance Limits for Signals of Opportunity-Based Navigation
by: Zanirato, Francesco, et al.
Published: (2024)

The use of Multi-domain Electroencephalogram Representations in the building of Models based on Convolutional and Recurrent Neural Networks for Epilepsy Detection
by: Anghinoni, Luiz Antonio Nicolau, et al.
Published: (2025)

PowerSkel: A Device-Free Framework Using CSI Signal for Human Skeleton Estimation in Power Station
by: Yin, Cunyi, et al.
Published: (2024)

On Sampling of Multiple Correlated Stochastic Signals
by: Jin, Lin, et al.
Published: (2025)

Online Specific Emitter Identification via Collision-Alleviated Signal Hash
by: Wang, Hongyu, et al.
Published: (2025)

Fiber Signal Denoising Algorithm using Hybrid Deep Learning Networks
by: Wang, Linlin, et al.
Published: (2025)

Cooperative Sensing in Cell-free Massive MIMO ISAC Systems: Performance Optimization and Signal Processing
by: Liu, Haotian, et al.
Published: (2025)