Multi-class classification of EEG in a brain-computer interface

Multi-class classification of EEG in a brain-computer interface

The brain-computer interface (BCI) has drawn much interest for its broad potential in clinical applications, to restore motor control and communication ability to the disabled. Using electroencephalography (EEG) to record brain activity, data collected can be used to train classifiers for predicting...

وصف كامل

محفوظ في:

التفاصيل البيبلوغرافية
المؤلف الرئيسي:	Chong, Cherrie Ning Hui
مؤلفون آخرون:	Dr Smitha Kavallur Pisharath Gopi
التنسيق:	Final Year Project
اللغة:	English
منشور في:	2018
الموضوعات:	DRNTU::Engineering::Computer science and engineering
الوصول للمادة أونلاين:	http://hdl.handle.net/10356/76129
الوسوم:	إضافة وسم لا توجد وسوم, كن أول من يضع وسما على هذه التسجيلة!
المؤسسة:	Nanyang Technological University
اللغة:	English

مواد مشابهة

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

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)

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

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

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

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

Brain computer interface based classification of stress levels
بواسطة: Guo, Jun
منشور في: (2016)

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

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

Robust EEG channel selection across sessions in brain-computer interface involving stroke patients
بواسطة: Arvaneh, Mahnaz, وآخرون
منشور في: (2013)

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

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

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

Brain-computer interface and visual perception
بواسطة: Chong, Ming Jie
منشور في: (2014)

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)

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

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

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

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

Development of a brain-wave driven computer game using brain-computer interface
بواسطة: Yeoh, Keng Wei
منشور في: (2015)

Advanced brain computer interface
بواسطة: Arvaneh, Mahnaz
منشور في: (2014)

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

Brain computer interface for analyzing emotions
بواسطة: Tang, Cheng
منشور في: (2017)

Brain-computer interface and visual perception
بواسطة: Cheoh, Xin Mei
منشور في: (2015)

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

Multi-frequency band common spatial pattern with sparse optimization in Brain-Computer Interface
بواسطة: Arvaneh, Mahnaz, وآخرون
منشور في: (2013)

Machine learning based feature extraction from EEG signals for brain-computer interface
بواسطة: Cai, AoChen
منشور في: (2018)

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

Brain-computer interface (BCI) game for mindfulness training
بواسطة: Goh, Shi Yong
منشور في: (2019)

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

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

Emotion recognition using brain computer interface
بواسطة: Seah, Sze Lian
منشور في: (2017)

Functional mapping of the brain for brain–computer interfacing: a review
بواسطة: Singh, Satya P., وآخرون
منشور في: (2023)

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

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

Real-time brain computer interface (BCI) for robotic systems
بواسطة: Seng, Deon Wee How
منشور في: (2017)

Sphero robot controlled by using brain computer interface offline
بواسطة: Sun, Yaxiong
منشور في: (2017)

Brain-computer interface for mental attention
بواسطة: Fatemeh Fahimi
منشور في: (2020)

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