21.9.8.2 EEG Noise Removal, Electroencephalogram Denoising

Chapter Contents (Back)
EEG. Noise Removal. Denoise.

Everitt, R.G., Glendinning, R.H.,
A statistical approach to the problem of restoring damaged and contaminated images,
PR(42), No. 1, January 2009, pp. 115-125.
Elsevier DOI 0809
Bayesian statistics; Damaged images; EEG artefacts; Illumination variations; Photographs; Semi-parametric model BibRef

Sardouie, S.H.[Sepideh Hajipour], Albera, L., Shamsollahi, M.B.[Mohammad B.], Merlet, I.,
An Efficient Jacobi-Like Deflationary ICA Algorithm: Application to EEG Denoising,
SPLetters(22), No. 8, August 2015, pp. 1198-1202.
IEEE DOI 1502
electroencephalography BibRef

Sun, L., Feng, Z.R.,
Classification of imagery motor EEG data with wavelet denoising and features selection,
ICWAPR16(184-188)
IEEE DOI 1611
Algorithm design and analysis BibRef

Saleh, M., Karfoul, A., Kachenoura, A., Merlet, I., Albera, L.,
Efficient Stepsize Selection Strategy for Givens Parametrized ICA Applied to EEG Denoising,
SPLetters(24), No. 6, June 2017, pp. 882-886.
IEEE DOI 1705
Complexity theory, Convergence, Electroencephalography, Mathematical model, Noise reduction, Signal processing algorithms, Taylor series, BSS, deflation optimization procedure, electroencephalography (EEG) denoising,independent, component, analysis, (ICA) BibRef

Chen, B.D.[Ba-Dong], Ma, R.J.[Rong-Jin], Yu, S.Y.[Si-Yu], Du, S.Y.[Shao-Yi], Qin, J.[Jing],
Granger Causality Analysis Based on Quantized Minimum Error Entropy Criterion,
SPLetters(26), No. 2, February 2019, pp. 347-351.
IEEE DOI 1902
causality, computational complexity, electroencephalography, entropy, Gaussian noise, mean square error methods, linear regression model BibRef

Chen, B.D.[Ba-Dong], Li, Y.H.[Yuan-Hao], Dong, J.Y.[Ji-Yao], Lu, N.[Na], Qin, J.[Jing],
Common Spatial Patterns Based on the Quantized Minimum Error Entropy Criterion,
SMCS(50), No. 11, November 2020, pp. 4557-4568.
IEEE DOI 1806
Entropy, Electroencephalography, Robustness, Feature extraction, Quantization (signal), Dispersion, Complexity theory, robustness BibRef

Tabatabaei, S.M.[Sayed Mohamad], Chalechale, A.[Abdolah],
Local binary patterns for noise-tolerant sEMG classification,
SIViP(13), No. 3, April 2019, pp. 491-498.
WWW Link. 1904
BibRef

Saini, M., Satija, U., Upadhayay, M.D.,
Wavelet Based Waveform Distortion Measures for Assessment of Denoised EEG Quality With Reference to Noise-Free EEG Signal,
SPLetters(27), 2020, pp. 1260-1264.
IEEE DOI 2008
Electroencephalogram (EEG), distortion measures, wavelet subband energy, wavelet entropy BibRef

Zhu, J.[Jun], Feng, L.[Lei], Mo, X.H.[Xiao-Hui],
Robust Multichannel EEG Signal Reconstruction Method,
PRL(151), 2021, pp. 209-214.
Elsevier DOI 2110
compressive sensing, half-quadratic theory, impulsive noise, low-rank prior, alternative direction method of multipliers BibRef

Delvigne, V.[Victor], Wannous, H.[Hazem], Dutoit, T.[Thierry], Ris, L.[Laurence], Vandeborre, J.P.[Jean-Philippe],
PhyDAA: Physiological Dataset Assessing Attention,
CirSysVideo(32), No. 5, May 2022, pp. 2612-2623.
IEEE DOI 2205
Electroencephalography, Task analysis, Physiology, Estimation, Virtual reality, Noise measurement, Training, attention estimation BibRef

Cai, C.[Chang], Kang, H.[Huicong], Hashemi, A.[Ali], Chen, D.[Dan], Diwakar, M.[Mithun], Haufe, S.[Stefan], Sekihara, K.[Kensuke], Wu, W.[Wei], Nagarajan, S.S.[Srikantan S.],
Bayesian Algorithms for Joint Estimation of Brain Activity and Noise in Electromagnetic Imaging,
MedImg(42), No. 3, March 2023, pp. 762-773.
IEEE DOI 2303
Sensors, Brain modeling, Estimation, Interference, Bayes methods, Neuroimaging, Image sensors, Electromagnetic brain imaging, MEG/EEG BibRef


Duan, P.Q.[Pei-Qi], Wang, Z.W.[Zihao W.], Zhou, X.Y.[Xin-Yu], Ma, Y.[Yi], Shi, B.X.[Bo-Xin],
EventZoom: Learning to Denoise and Super Resolve Neuromorphic Events,
CVPR21(12819-12828)
IEEE DOI 2111
Training, Visualization, Image resolution, Neuromorphics, Noise reduction, Image restoration BibRef

Chapter on Medical Applications, CAT, MRI, Ultrasound, Heart Models, Brain Models continues in
Brain-Computer Interface, Brain-Machine Interface, Biomimetic .


Last update:Apr 18, 2024 at 11:38:49