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.

Manylion Llyfryddiaeth
Prif Awduron:	Rahman, La z Maruf, Alam, Zawad, Rahman, Md. Musta-E-Nur
Awduron Eraill:	Parvez, Mohammad Zavid
Fformat:	Traethawd Ymchwil
Iaith:	English
Cyhoeddwyd:	Brac University 2019
Pynciau:	EEG BCI MI SVM ANN Signal processing Brain-computer interfaces Human-computer interaction Computational intelligence
Mynediad Ar-lein:	http://hdl.handle.net/10361/12780

Eitemau Tebyg

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

User interface design for programmers /
gan: Spolsky,Joel
Cyhoeddwyd: (2001)

Library system interface
gan: Ayesha Abed Library
Cyhoeddwyd: (2015)

Microprocessors and interfacing : programming and hardware /
gan: Hall, Douglas V.
Cyhoeddwyd: (1992)

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

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

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

Pediatric traumatic brain injury /
gan: Snow, Jeffrey H.
Cyhoeddwyd: (1994)

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

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

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

Brain drain and brain gain

Emotion detection using EEG signals
gan: Hossain, Mohammad Adnan
Cyhoeddwyd: (2021)

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

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

Microprocessors and interfacing : programming and hardware /
gan: Hall, Douglas V.
Cyhoeddwyd: (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
gan: Khan, Tanzila
Cyhoeddwyd: (2017)

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

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

Imaging Brain Function With EEG
gan: Freeman
Cyhoeddwyd: (2013)

Emotion recognition by exploiting temporal resolution of EEG signals using transformation and learning methods
gan: Uddin, Md.Tousif, et al.
Cyhoeddwyd: (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
gan: TBS Report
Cyhoeddwyd: (2022)