Emerging Trends in EEG Signal Processing: A Systematic Review

R Sharma, HK Meena - SN Computer Science, 2024 - Springer
… , significantly improving accuracy and efficiency in EEG signal analysis. In summary, this
review underscores the vital role of EEG signal processing in unraveling the complexities of the …

Signal processing techniques applied to human sleep EEG signals—A review

S Motamedi-Fakhr, M Moshrefi-Torbati, M Hill… - … Signal Processing and …, 2014 - Elsevier
… of signal processing techniques and computer aided analyses … for the analysis of sleep EEG
is vast and therefore this reviewsignal processing techniques applied to human sleep EEG

EEG signal analysis and classification

S Siuly, Y Li, Y Zhang - IEEE Trans Neural Syst Rehabilit Eng, 2016 - Springer
… measures and a short review of commonly used methods in EEG signal classification in Part
… the detection of epileptic seizures through EEG signal processing. Implementation of these …

A review on machine learning for EEG signal processing in bioengineering

MP Hosseini, A Hosseini, K Ahi - IEEE reviews in biomedical …, 2020 - ieeexplore.ieee.org
… to use, the analysis methods are also equally numerous. In this review, we will be examining
specifically machine learning methods that have been developed for EEG analysis with bio…

A comparative analysis of signal processing and classification methods for different applications based on EEG signals

A Khosla, P Khandnor, T Chand - Biocybernetics and Biomedical …, 2020 - Elsevier
… and non-linear analysis studies for EEG signals. The main purpose of the present … review
is to target the maximum number of EEG applications and explore a variety of signal processing

EEG signal analysis for BCI interface: A review

S Vaid, P Singh, C Kaur - 2015 fifth international conference on …, 2015 - ieeexplore.ieee.org
… paper is to give a brief introduction to the EEG signals and BCI system. The paper also
includes a review on the conventional methods that are used for feature extraction of the signal. …

A review of EEG acquisition, processing and application

B Li, T Cheng, Z Guo - Journal of Physics: Conference Series, 2021 - iopscience.iop.org
… of EEG signal analysis and processing are frequency-domain and time-domain analysis,
wavelet transform [2], wavelet entropy [3], improved multi-scale entropy algorithm [4], EEG

EEG signal analysis: a survey

DP Subha, PK Joseph, R Acharya U, CM Lim - Journal of medical systems, 2010 - Springer
signal processing techniques. In this paper the effect of different events on the EEG signal,
and different signal processing methods used to extract the hidden information from the signal

EEG signal analysis using deep learning: A systematic literature review

G Amrani, A Adadi, M Berrada… - … Computing in Data …, 2021 - ieeexplore.ieee.org
… The goal of this paper is to provide an extensive review of the EEG signal analysis using …
systematic review showed that DL is a powerful tool to process, analyze, and interpret EEG data

[PDF][PDF] A review of processing methods and classification algorithm for EEG signal

Y Xie, S Oniga - Carpathian Journal of Electronic and Computer …, 2020 - sciendo.com
… The analysis and processing of EEG data is the key technology of the BCI system. It is the
focus and difficulty of research and determines the development prospect of the BCI system. In …