EEG signals analysis for motor imagery brain computer interface

EEG signals analysis for motor imagery brain computer interface

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science, 2019.

Dades bibliogràfiques
Autors principals:	Rahman, La z Maruf, Alam, Zawad, Rahman, Md. Musta-E-Nur
Altres autors:	Parvez, Mohammad Zavid
Format:	Thesis
Idioma:	English
Publicat:	Brac University 2019
Matèries:	EEG BCI MI SVM ANN Signal processing Brain-computer interfaces Human-computer interaction Computational intelligence
Accés en línia:	http://hdl.handle.net/10361/12780

Ítems similars

Classi fication of motor imagery tasks based on BCI paradigm
per: Hossain, Nahid, et al.
Publicat: (2019)

Detection of mind wandering using EEG signals
per: Tasika, Nadia Jebin, et al.
Publicat: (2020)

Application of machine learning in attentiveness detection from EEG signal
per: Ridi, Sadia Sobhana, et al.
Publicat: (2023)

Optimizing cognitive efficiency of emotiv EPOC and controlling wheelchair through it
per: Chowdhury, Pritom, et al.
Publicat: (2015)

Detecting navigation challenges for the visually impaired with mobile monitoring of biosignal
per: Islam, Mohammad Waseq ul, et al.
Publicat: (2021)

IoT based brain-wave assistive system for paralyzed individuals
per: Monowara, Syeda Maliha, et al.
Publicat: (2021)

Emotion recognition using brian signals based on time-frequency analysis and supervised learning algorithm
per: Hossain, Prommy Sultana Ferdawoos, et al.
Publicat: (2018)

Epileptic seizure detection by exploiting EEG signals using different decomposition techniques and machine learning approaches
per: Karim, Rezwanul, et al.
Publicat: (2019)

Emotion recognition using EEG signal and deep learning approach
per: Islam, Sayedi Hassan Bin, et al.
Publicat: (2019)

Exploring cognitive load and emotional states for the visually impaired
per: Afroz, Sharmin, et al.
Publicat: (2019)

Cognitive efficiency in robot control by Emotiv EPOC
per: Chowdhury, Pritom, et al.
Publicat: (2016)

Development of a Brain-Computer Interface (BCI) for person with disabilities to control their wheelchair using brain waves along with health monitoring system
per: Salim Rafid, Sk Tahmed, et al.
Publicat: (2024)

Detection of epileptic seizure using Support Vector Machine Classifier - extracted features from EEG signals
per: Amiz, Asef Hassan, et al.
Publicat: (2021)

Predicting brain age from EEG signals using machine learning and neural network
per: Pratanu, Abul Mushfique Muslah, et al.
Publicat: (2023)

Electroencephalography based brain controlled grasp and lift
per: Chakraborty, Pritam, et al.
Publicat: (2022)

Stress detection for visually impaired people using EEG signals based on extracted features from time-frequency domain
per: Sultana, Samia
Publicat: (2023)

Brain-Gain in Bangladesh: What makes it possible?
per: Rahman, Shahidur
Publicat: (2016)

Consumer behaviour analysis using EEG signals for Neuromarketing Application
per: Amin, Chowdhury Rabith, et al.
Publicat: (2020)

Analysing Facebook user risk using machine learning algorithm
per: Barua, Arnab, et al.
Publicat: (2021)

User interface design for programmers /
per: Spolsky,Joel
Publicat: (2001)

Library system interface
per: Ayesha Abed Library
Publicat: (2015)

Microprocessors and interfacing : programming and hardware /
per: Hall, Douglas V.
Publicat: (1992)

Prediction of Epileptic Seizure onset based on EEG signals and learning approaches
per: Nazim, Tausif, et al.
Publicat: (2021)

Microprocessor interfacing and the 68000 : peripherals and systems /
per: Clements, Alan, 1948-
Publicat: (1989)

Depression classification with MDD (Major Depressive Disorder) using signal processing and machine learning
per: Saleque, Shahriar, et al.
Publicat: (2021)

Pediatric traumatic brain injury /
per: Snow, Jeffrey H.
Publicat: (1994)

Nanomaterials for diagnosis and treatment of brain cancer
per: Tonny, Tamanna Shahrin
Publicat: (2024)

Designing the user interface : strategies for effective human-computer interaction /
per: Shneiderman, Ben
Publicat: (2010)

Investigating music algorithm in neural information processing: robust feature extraction for emotional state classification from multichannel EEG signals
per: Hossain, Md. Sakib Abrar
Publicat: (2021)

Brain drain and brain gain

Emotion detection using EEG signals
per: Hossain, Mohammad Adnan
Publicat: (2021)

Engineering the human-computer interface /
Publicat: (1991)

Applying tDCS over the dominant Hemisphere to observe event-related Desynchronization
per: Khan, Akif Ahmed, et al.
Publicat: (2020)

Microprocessors and interfacing : programming and hardware /
per: Hall, Douglas V.
Publicat: (1992)

Examination of huntington’s disease with atypical clinical features in a Bangladeshi family tree and study of association of miRNAs expression level with the diseased condition
per: Khan, Tanzila
Publicat: (2017)

Decoding the functional roles of intronic microRNA miR-2355 and its host gene KLF7 in immunobiology of cervical cancer
per: Samia, Nure Sharaf Nower
Publicat: (2021)

Detecting brain tumor using deep neural networks from MRI images
per: Imamuzzaman, A.S.M., et al.
Publicat: (2021)

Imaging Brain Function With EEG
per: Freeman
Publicat: (2013)

Emotion recognition by exploiting temporal resolution of EEG signals using transformation and learning methods
per: Uddin, Md.Tousif, et al.
Publicat: (2021)

Bangladesh lists 3,723 RMG factories on MiB website: MiB project is being implemented by Centre for Entrepreneurship Development (CED) of Brac University (BracU), funded by Laudes Foundation and the Kingdom of the Netherlands, and being coordinated by BRAC
per: TBS Report
Publicat: (2022)