Machine learning based feature extraction from EEG signals for brain-computer interface

Machine learning based feature extraction from EEG signals for brain-computer interface

Over the recent years, Electroencephalography (EEG) signal analysis has been found is one of the most popular and powerful methods to study human’s physical activities. The EEG signal is a testing record which is utilized to reflect the electrical activity of brain cells in the cerebral cortex. By a...

وصف كامل

محفوظ في:

التفاصيل البيبلوغرافية
المؤلف الرئيسي:	Cai, AoChen
مؤلفون آخرون:	Jiang Xudong
التنسيق:	Final Year Project
اللغة:	English
منشور في:	2018
الموضوعات:	DRNTU::Engineering
الوصول للمادة أونلاين:	http://hdl.handle.net/10356/74877
الوسوم:	إضافة وسم لا توجد وسوم, كن أول من يضع وسما على هذه التسجيلة!
المؤسسة:	Nanyang Technological University
اللغة:	English

مواد مشابهة

Brain-computer interface based on machine learning of the EEG signals
بواسطة: May Pwinnt Kyaw Thet
منشور في: (2020)

Feature extraction from EEG signals and regularization for brain-computer interface
بواسطة: Mishuhina, Vasilisa
منشور في: (2020)

Recognizing EEG signals for brain-computer interface based on machine learning
بواسطة: Yin, May Lin
منشور في: (2019)

Recognizing EEG signals for brain-computer interface based on machine learning
بواسطة: Liu, Chang
منشور في: (2019)

Signal processing and machine learning for recognizing EEG signals of brain-computer interface
بواسطة: Yuan, Xinyu
منشور في: (2021)

Brain computer interface via EEG signals
بواسطة: Koh, Ji Peng
منشور في: (2018)

Robust classification of EEG signal for brain-computer interface
بواسطة: THULASIDAS, Manoj, وآخرون
منشور في: (2006)

FEATURE EXTRACTION BASED ON SIMILARITY MEASUREMENT IN ELECTROENCEPHALOGRAPH SIGNALS OF BRAIN COMPUTER INTERFACE
بواسطة: Rio Hermanto (NIM 33212005), Beni

EEG based sensing of brain signals : emotional states feature extraction
بواسطة: Per, Sau Wei.
منشور في: (2011)

Learning generalised features from EEG using deep learning for a cognitive brain-computer interface
بواسطة: Ang, Nigel Wei Jun
منشور في: (2021)

Machine learning algorithm for electroencephalography (EEG) based brain signal analysis
بواسطة: Teo, Jeffrey Eng Hock
منشور في: (2017)

EEG waveform class based brain computer interface
بواسطة: Cheung, Mile Kwok Yue.
منشور في: (2010)

Neural signal processing techniques to analyse motor functions in EEG-based brain-computer interfaces
بواسطة: Vikram, Shenoy Handiru
منشور في: (2018)

Hybrid EEG-EOG brain-computer interface system for practical machine control
بواسطة: Yunyong Punsawad, وآخرون
منشور في: (2018)

Significant Neurophysiological Features for fNIRS-EEG Brain-Computer Interfacing of Imagined Speech
بواسطة: Preedapirat S.
منشور في: (2023)

Binary answering machine using EEG brain signals
بواسطة: Chen, Wei Si.
منشور في: (2010)

Development of EEG signal processing algorithms and control mechanism for brain-computer interface game
بواسطة: Lin, Jiangnan
منشور في: (2014)

Towards best practice of interpreting deep learning models for EEG-based brain computer interfaces
بواسطة: Cui, Jian, وآخرون
منشور في: (2023)

Artifacts characterization and removal in EEG brain-computer interface
بواسطة: Ren, Shu Heng
منشور في: (2016)

Embedded machine learners for classifying EEG patterns in a wearable device for brain-computer interface
بواسطة: Lim, Kok Meng
منشور في: (2016)

Motor imagery EEG signals decoding by multivariate empirical wavelet transform-based framework for robust brain-computer interfaces
بواسطة: Sadiq, Muhammad Tariq, وآخرون
منشور في: (2021)

Multi-class classification of EEG in a brain-computer interface
بواسطة: Chong, Cherrie Ning Hui
منشور في: (2018)

Implementation of an EEG-based game using a brain computer interface for attention training
بواسطة: Yeo, Heng Gene
منشور في: (2023)

A cooperative game using the P300 EEG-based brain-computer interface
بواسطة: Sumi, Kaori, وآخرون
منشور في: (2019)

Electroencephalography (EEG) brain computer interface (BCI) for mental states detection
بواسطة: Aung, Aung Phyo Wai
منشور في: (2023)

EEG brain signal analysis II
بواسطة: Chen, Eileen Pei Shan.
منشور في: (2009)

Game design and control using EEG signals : a brain-computer interface game to improve the ADHD patient's attention
بواسطة: Wu, Eugene Weijie
منشور في: (2018)

EEG signal analysis using machine learning
بواسطة: Zhang, Enshang
منشور في: (2022)

Omitting the intra-session calibration in EEG-based brain computer interface used for stroke rehabilitation
بواسطة: Arvaneh, Mahnaz, وآخرون
منشور في: (2013)

EEG data space adaptation to reduce intersession nonstationarity in brain-computer interface
بواسطة: Arvaneh, Mahnaz, وآخرون
منشور في: (2014)

Machine learning based approach for sensory stimulated EEG signal classification
بواسطة: Tong, Chengxuan
منشور في: (2025)

EEG based brain signal analysis on stress level
بواسطة: Ng, Yu Xin
منشور في: (2017)

EEG based Brain Signal Acquisition and Analysis I
بواسطة: Lim, Li Wei
منشور في: (2016)

EEG based brain signals analysis (scent classification)
بواسطة: Yang, Jiong
منشور في: (2013)

EEG based brain signal acquisition and analysis II
بواسطة: Lim, Ting Min
منشور في: (2016)

A hybrid computer-brain interface via eye-tracking and EEG for disabled people
بواسطة: Ocampo, Myla Angelie Wingco
منشور في: (2016)

EEG based sensing of brain signals : emotional states classification
بواسطة: Heah, Dian Chuan.
منشور في: (2011)

EEG based brain signals pattern analysis (scent stimuli)
بواسطة: Li, Zhuolun.
منشور في: (2013)

Efficient EEG frequency band selection techniques for a robust motor imagery based brain-computer interface
بواسطة: Kavitha P. Thomas
منشور في: (2011)

Exploration of illusory visual motion stimuli: An EEG-based brain-computer interface for practical assistive communication systems
بواسطة: Yunyong Punsawad, وآخرون
منشور في: (2022)