Automatic ocular artifacts removal in EEG using deep learning

Biomedical Signal Processing and Control ◽

10.1016/j.bspc.2018.02.021 ◽

2018 ◽

Vol 43 ◽

pp. 148-158 ◽

Cited By ~ 14

Author(s):

Banghua Yang ◽

Kaiwen Duan ◽

Chengcheng Fan ◽

Chenxiao Hu ◽

Jinlong Wang

Keyword(s):

Deep Learning ◽

Artifacts Removal ◽

Ocular Artifacts

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Ocular Artifacts Removal from Eeg Signals Using Wavelet Shrinkage Scheme with Deep Learning Network Based Lstm

SSRN Electronic Journal ◽

10.2139/ssrn.3985371 ◽

2021 ◽

Author(s):

bvvsrkk pavan ◽

B.V.V.S.R.K.K. Pavan ◽

Dr.P. Esther Rani

Keyword(s):

Deep Learning ◽

Wavelet Shrinkage ◽

Eeg Signals ◽

Learning Network ◽

Artifacts Removal ◽

Deep Learning Network ◽

Ocular Artifacts

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Deep learning denoising for EOG artifacts removal from EEG signals

2020 IEEE Global Humanitarian Technology Conference (GHTC) ◽

10.1109/ghtc46280.2020.9342884 ◽

2020 ◽

Author(s):

Najmeh Mashhadi ◽

Abolfazl Zargari Khuzani ◽

Morteza Heidari ◽

Donya Khaledyan

Keyword(s):

Deep Learning ◽

Eeg Signals ◽

Artifacts Removal

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An automatic ocular artifacts removal method based on wavelet-enhanced canonical correlation analysis

2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society ◽

10.1109/iembs.2011.6091040 ◽

2011 ◽

Cited By ~ 2

Author(s):

Chunyu Zhao ◽

Tianshuang Qiu

Keyword(s):

Correlation Analysis ◽

Canonical Correlation Analysis ◽

Canonical Correlation ◽

Removal Method ◽

Artifacts Removal ◽

Ocular Artifacts

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A hybrid ICA Kalman predictor algorithm for ocular artifacts removal

International Journal of Speech Technology ◽

10.1007/s10772-020-09721-y ◽

2020 ◽

Vol 23 (4) ◽

pp. 727-735

Author(s):

Shyam Prasad Devulapalli ◽

Srinivasa Rao Chanamallu ◽

Satya Prasad Kodati

Keyword(s):

Artifacts Removal ◽

Kalman Predictor ◽

Ocular Artifacts

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An Ocular Artifacts Removal Method Based on Canonical Correlation Analysis and Two-channel EEG recordings

IFMBE Proceedings - World Congress on Medical Physics and Biomedical Engineering May 26-31, 2012, Beijing, China ◽

10.1007/978-3-642-29305-4_123 ◽

2013 ◽

pp. 465-468 ◽

Cited By ~ 3

Author(s):

Jin Xie ◽

Tianshuang Qiu ◽

Liu Wen-hong

Keyword(s):

Correlation Analysis ◽

Canonical Correlation Analysis ◽

Canonical Correlation ◽

Removal Method ◽

Artifacts Removal ◽

Eeg Recordings ◽

Ocular Artifacts

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Kmeans-ICA based automatic method for ocular artifacts removal in a motorimagery classification

2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society ◽

10.1109/embc.2014.6945154 ◽

2014 ◽

Cited By ~ 2

Author(s):

Elie Bou Assi ◽

Sandy Rihana ◽

Mohamad Sawan

Keyword(s):

Automatic Method ◽

Artifacts Removal ◽

Ocular Artifacts

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Missing Cone Artifacts Removal in ODT using Unsupervised Deep Learning in Projection Domain

IEEE Transactions on Computational Imaging ◽

10.1109/tci.2021.3098937 ◽

2021 ◽

pp. 1-1

Author(s):

Hyungjin Chung ◽

Jaeyoung Huh ◽

Geon Kim ◽

Yong Keun Park ◽

Jong Chul Ye

Keyword(s):

Deep Learning ◽

Artifacts Removal ◽

Unsupervised Deep Learning ◽

Projection Domain

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Real-time ocular artifacts removal of EEG data using a hybrid ICA-ANC approach

Biomedical Signal Processing and Control ◽

10.1016/j.bspc.2016.08.006 ◽

2017 ◽

Vol 31 ◽

pp. 199-210 ◽

Cited By ~ 10

Author(s):

Aysa Jafarifarmand ◽

Mohammad-Ali Badamchizadeh ◽

Sohrab Khanmohammadi ◽

Mohammad Ali Nazari ◽

Behzad Mozaffari Tazehkand

Keyword(s):

Real Time ◽

Artifacts Removal ◽

Eeg Data ◽

Ocular Artifacts

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FLM-Based Optimization Scheme for Ocular Artifacts Removal in EEG Signals

Lecture Notes in Electrical Engineering - Microelectronics, Electromagnetics and Telecommunications ◽

10.1007/978-981-15-3828-5_81 ◽

2020 ◽

pp. 777-782

Author(s):

Shyam Prasad Devulapalli ◽

Ch. Srinivasa Rao ◽

K. Satya Prasad

Keyword(s):

Eeg Signals ◽

Optimization Scheme ◽

Artifacts Removal ◽

Ocular Artifacts

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Multiple ocular artifacts removal based on high-order statistical tensor algorithm

2018 3rd International Conference on Intelligent Green Building and Smart Grid (IGBSG) ◽

10.1109/igbsg.2018.8393530 ◽

2018 ◽

Author(s):

Sunan Ge ◽

Yan Yang ◽

Wei Ni ◽

Rui Zhang

Keyword(s):

High Order ◽

Artifacts Removal ◽

Statistical Tensor ◽

Ocular Artifacts

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