Classi fication of motor imagery tasks based on BCI paradigm

Classi fication of motor imagery tasks based on BCI paradigm

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

書誌詳細
主要な著者:	Hossain, Nahid, Hasan, Bhuiyan Itmam, Mohona, Mahfuza Humayra, Noshin, Kantat Rehnuma
その他の著者:	Parvez, Mohammad Zavid
フォーマット:	学位論文
言語:	English
出版事項:	Brac University 2019
主題:	EEG EMD IMF CNN BCI Brain-computer interfaces Human-computer interaction Computational intelligence
オンライン･アクセス:	http://hdl.handle.net/10361/12783

類似資料

EEG signals analysis for motor imagery brain computer interface
著者:: Rahman, La z Maruf, 等
出版事項: (2019)

IoT based brain-wave assistive system for paralyzed individuals
著者:: Monowara, Syeda Maliha, 等
出版事項: (2021)

Cognitive efficiency in robot control by Emotiv EPOC
著者:: Chowdhury, Pritom, 等
出版事項: (2016)

Optimizing cognitive efficiency of emotiv EPOC and controlling wheelchair through it
著者:: Chowdhury, Pritom, 等
出版事項: (2015)

Detecting navigation challenges for the visually impaired with mobile monitoring of biosignal
著者:: Islam, Mohammad Waseq ul, 等
出版事項: (2021)

Development of a Brain-Computer Interface (BCI) for person with disabilities to control their wheelchair using brain waves along with health monitoring system
著者:: Salim Rafid, Sk Tahmed, 等
出版事項: (2024)

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

Emotion recognition using brian signals based on time-frequency analysis and supervised learning algorithm
著者:: Hossain, Prommy Sultana Ferdawoos, 等
出版事項: (2018)

Application of machine learning in attentiveness detection from EEG signal
著者:: Ridi, Sadia Sobhana, 等
出版事項: (2023)

Emotion recognition using EEG signal and deep learning approach
著者:: Islam, Sayedi Hassan Bin, 等
出版事項: (2019)

Detection of mind wandering using EEG signals
著者:: Tasika, Nadia Jebin, 等
出版事項: (2020)

Library system interface
著者:: Ayesha Abed Library
出版事項: (2015)

Factor analysis of ad liking and prediction of purchase intent through emotionomics
著者:: Toma, Syeda Tanzina Farhin, 等
出版事項: (2020)

Consumer behaviour analysis using EEG signals for Neuromarketing Application
著者:: Amin, Chowdhury Rabith, 等
出版事項: (2020)

User interface design for programmers /
著者:: Spolsky,Joel
出版事項: (2001)

Emotion analysis using machine learning model and deep learning model on DEAP dataset
著者:: Hasan, Anita, 等
出版事項: (2022)

Prediction of Epileptic Seizure onset based on EEG signals and learning approaches
著者:: Nazim, Tausif, 等
出版事項: (2021)

Microprocessors and interfacing : programming and hardware /
著者:: Hall, Douglas V.
出版事項: (1992)

Microprocessor interfacing and the 68000 : peripherals and systems /
著者:: Clements, Alan, 1948-
出版事項: (1989)

Epileptic seizure detection by exploiting EEG signals using different decomposition techniques and machine learning approaches
著者:: Karim, Rezwanul, 等
出版事項: (2019)

Prediction of success factors of FMCG commercials using signal processing and machine learning algorithms
著者:: Saquib, Nazmus, 等
出版事項: (2021)

Interfacing arrangement and software development for acquisition and analysis of respiratory data
著者:: Akter, Nasreeen
出版事項: (2010)

Detection of epileptic seizure using Support Vector Machine Classifier - extracted features from EEG signals
著者:: Amiz, Asef Hassan, 等
出版事項: (2021)

Electroencephalography based brain controlled grasp and lift
著者:: Chakraborty, Pritam, 等
出版事項: (2022)

Espionage: a voice guided surveillance robot with DTMF control and web based control
著者:: Rashid, Md. Tahmid, 等
出版事項: (2016)

Designing the user interface : strategies for effective human-computer interaction /
著者:: Shneiderman, Ben
出版事項: (2010)

Detection and prediction of epileptic seizure using different machine learning classifiers
著者:: Crystal, Afnan Ahmed, 等
出版事項: (2023)

Exploring cognitive load and emotional states for the visually impaired
著者:: Afroz, Sharmin, 等
出版事項: (2019)

Classi cation of magnetic configurations using machine learning algorithms
著者:: Bokul, Saffat, 等
出版事項: (2019)

Depression classification with MDD (Major Depressive Disorder) using signal processing and machine learning
著者:: Saleque, Shahriar, 等
出版事項: (2021)

Beyond words: an exploration of free-hand sketches and EEG-based neurobiological signatures to unveil the underlying depression among cancer patients
著者:: Miami, Anika Tahsin, 等
出版事項: (2023)

Computer organization and design : the hardware/software interface /
著者:: Patterson, David A.
出版事項: (2005)

Engineering the human-computer interface /
出版事項: (1991)

Computer organization and design : the hardware/software interface /
著者:: Hennessy, John L.
出版事項: (1998)

Developing Linux applications with GTK+ and GDK /
著者:: Harlow, Eric
出版事項: (1999)

Embedded Systems : introduction to the ARM® Cortex(TM)-M microcontrollers : volume 1
著者:: Valvano, Jonathan W. 1953-
出版事項: (2014)

Embedded Systems : real-time interfacing to ARM® Cortex(TM)-M microcontrollers : volume 2
著者:: Valvano, Jonathan W. 1953-
出版事項: (2014)

Embedded Systems : real-time operating systems for ARM® Cortex(TM)-M microcontrollers : volume 3
著者:: Valvano, Jonathan W. 1953-
出版事項: (2014)

Recommendation system for mood stabilization using content recommendation
著者:: Al-Wakil, Kazi Md., 等
出版事項: (2024)

Multiclass emotion classification by using Spectrogram image analysis: A CNN-XGBoost fusion approach
著者:: Esha, Ishraq Ahmed, 等
出版事項: (2023)