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.

Библиографические подробности
Главные авторы:	Hossain, Nahid, Hasan, Bhuiyan Itmam, Mohona, Mahfuza Humayra, Noshin, Kantat Rehnuma
Другие авторы:	Parvez, Mohammad Zavid
Формат:	Диссертация
Язык:	English
Опубликовано:	Brac University 2019
Предметы:	EEG EMD IMF CNN BCI Brain-computer interfaces Human-computer interaction Computational intelligence
Online-ссылка:	http://hdl.handle.net/10361/12783

Схожие документы

EEG signals analysis for motor imagery brain computer interface
по: Rahman, La z Maruf, и др.
Опубликовано: (2019)

IoT based brain-wave assistive system for paralyzed individuals
по: Monowara, Syeda Maliha, и др.
Опубликовано: (2021)

Cognitive efficiency in robot control by Emotiv EPOC
по: Chowdhury, Pritom, и др.
Опубликовано: (2016)

Optimizing cognitive efficiency of emotiv EPOC and controlling wheelchair through it
по: Chowdhury, Pritom, и др.
Опубликовано: (2015)

Detecting navigation challenges for the visually impaired with mobile monitoring of biosignal
по: Islam, Mohammad Waseq ul, и др.
Опубликовано: (2021)

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

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

Emotion recognition using brian signals based on time-frequency analysis and supervised learning algorithm
по: Hossain, Prommy Sultana Ferdawoos, и др.
Опубликовано: (2018)

Application of machine learning in attentiveness detection from EEG signal
по: Ridi, Sadia Sobhana, и др.
Опубликовано: (2023)

Emotion recognition using EEG signal and deep learning approach
по: Islam, Sayedi Hassan Bin, и др.
Опубликовано: (2019)

Detection of mind wandering using EEG signals
по: Tasika, Nadia Jebin, и др.
Опубликовано: (2020)

Library system interface
по: Ayesha Abed Library
Опубликовано: (2015)

Factor analysis of ad liking and prediction of purchase intent through emotionomics
по: Toma, Syeda Tanzina Farhin, и др.
Опубликовано: (2020)

Consumer behaviour analysis using EEG signals for Neuromarketing Application
по: Amin, Chowdhury Rabith, и др.
Опубликовано: (2020)

User interface design for programmers /
по: Spolsky,Joel
Опубликовано: (2001)

Emotion analysis using machine learning model and deep learning model on DEAP dataset
по: Hasan, Anita, и др.
Опубликовано: (2022)

Prediction of Epileptic Seizure onset based on EEG signals and learning approaches
по: Nazim, Tausif, и др.
Опубликовано: (2021)

Microprocessors and interfacing : programming and hardware /
по: Hall, Douglas V.
Опубликовано: (1992)

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

Epileptic seizure detection by exploiting EEG signals using different decomposition techniques and machine learning approaches
по: Karim, Rezwanul, и др.
Опубликовано: (2019)

Prediction of success factors of FMCG commercials using signal processing and machine learning algorithms
по: Saquib, Nazmus, и др.
Опубликовано: (2021)

Interfacing arrangement and software development for acquisition and analysis of respiratory data
по: Akter, Nasreeen
Опубликовано: (2010)

Detection of epileptic seizure using Support Vector Machine Classifier - extracted features from EEG signals
по: Amiz, Asef Hassan, и др.
Опубликовано: (2021)

Electroencephalography based brain controlled grasp and lift
по: Chakraborty, Pritam, и др.
Опубликовано: (2022)

Espionage: a voice guided surveillance robot with DTMF control and web based control
по: Rashid, Md. Tahmid, и др.
Опубликовано: (2016)

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

Detection and prediction of epileptic seizure using different machine learning classifiers
по: Crystal, Afnan Ahmed, и др.
Опубликовано: (2023)

Exploring cognitive load and emotional states for the visually impaired
по: Afroz, Sharmin, и др.
Опубликовано: (2019)

Classi cation of magnetic configurations using machine learning algorithms
по: Bokul, Saffat, и др.
Опубликовано: (2019)

Depression classification with MDD (Major Depressive Disorder) using signal processing and machine learning
по: Saleque, Shahriar, и др.
Опубликовано: (2021)

Beyond words: an exploration of free-hand sketches and EEG-based neurobiological signatures to unveil the underlying depression among cancer patients
по: Miami, Anika Tahsin, и др.
Опубликовано: (2023)

Computer organization and design : the hardware/software interface /
по: Patterson, David A.
Опубликовано: (2005)

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

Computer organization and design : the hardware/software interface /
по: Hennessy, John L.
Опубликовано: (1998)

Developing Linux applications with GTK+ and GDK /
по: Harlow, Eric
Опубликовано: (1999)

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

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

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

Recommendation system for mood stabilization using content recommendation
по: Al-Wakil, Kazi Md., и др.
Опубликовано: (2024)

Multiclass emotion classification by using Spectrogram image analysis: A CNN-XGBoost fusion approach
по: Esha, Ishraq Ahmed, и др.
Опубликовано: (2023)