Which BSS method separates better the EEG Signals? A
2022年2月1日 · A very common strategy for rejecting electroencephalographic (EEG) artifacts, includes the decomposition of filtered EEG signals using a Blind Source Separation (BSS) …
盲源分离（BSS）的学习总结（PCA、ICA） - CSDN博客
2022年8月9日 · 盲源分离BSS(Blind Signal Separation) 从多维观测信号中分离出源信号，除去混叠与噪声的过程。可以用于麦克风阵列的信号分析、生理电信号（EEG）等多输入多输出的采 …
Designing Efficient Blind Source Separation Methods for EEG …
2019年5月6日 · This paper aims to design the efficient BSS based method for effectively eradicating the EEG motion artifacts. This is accomplished by evaluating the six different …
EMD-BSS: A hybrid methodology combining Empirical Mode …
2024年9月1日 · EMD-BSS synergy enhances ocular artifact rejection efficacy in EEG signals. Evaluation metrics (SCC, ED, RMSE, SAR) showcase superior performance over individual …
[0812.0494] On the blind source separation of human ...
2008年12月2日 · In this review we begin by placing the BSS linear instantaneous model of EEG within the framework of brain volume conduction theory. We then review the concept and …
Blind Source Separation of Event-Related EEG/MEG
2016年10月12日 · Objective: Blind source separation (BSS) can be used to decompose complex electroencephalography (EEG) or magnetoencephalography data into simpler components …
哪种 BSS 方法能更好地分离 EEG 信号？五种不同算法的比 …
拒绝脑电图 (eeg) 伪影的一种非常常见的策略包括使用盲源分离 (bss) 算法分解过滤后的 eeg 信号、识别和去除伪影成分以及重建已清洁的 eeg 信号。 在这个管道中，BSS 算法的性能，被定 …
Blind Source Separation of EEG Signals Using Wavelet and EMD ...
2023年11月18日 · In this study, we introduce two techniques that integrate BSS, DWT, and EMD algorithms to segregate the intrinsic mode functions (IMFs) obtained from individual EEG …
Removal of EEG noise and artifact using blind source separation
The study develops a novel framework for investigating and comparing the relative performance of BSS algorithms that incorporates a realistic EEG simulation with a known mixture of known …
Blind Source Separation in single-channel EEG analysis: An …
Abstract: In this work we present a technique for applying Blind Source Separation (BSS) to single channel recordings of Electromagnetic (EM) brain signals. Single channel recordings of brain …