Application of machine learning in attentiveness detection from EEG signal

Application of machine learning in attentiveness detection from EEG signal

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2022.

Библиографические подробности
Главные авторы:	Ridi, Sadia Sobhana, Tandra, Jannatul Farzana, Emon, Mahmudul Hasan, Mahmud, Md Ridwan, Tabassum, Sumaiya
Другие авторы:	Ashraf, Faisal Bin
Формат:	Диссертация
Язык:	English
Опубликовано:	Brac University 2023
Предметы:	Textual representation Brain signal BCI EEG LRR CNN ERP Brain > Computer simulation Behavioral assessment > Data processing
Online-ссылка:	http://hdl.handle.net/10361/21791

Схожие документы

Classi fication of motor imagery tasks based on BCI paradigm
по: Hossain, Nahid, и др.
Опубликовано: (2019)

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

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

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

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

Detecting brain tumor using deep neural networks from MRI images
по: Imamuzzaman, A.S.M., и др.
Опубликовано: (2021)

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

In-depth analysis of deep learning architectures for brain tumor classification in MRI scans
по: Haque, Hossain MD. Hasibul, и др.
Опубликовано: (2024)

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

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

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

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

Applying tDCS over the dominant Hemisphere to observe event-related Desynchronization
по: Khan, Akif Ahmed, и др.
Опубликовано: (2020)

Predicting brain age from EEG signals using machine learning and neural network
по: Pratanu, Abul Mushfique Muslah, и др.
Опубликовано: (2023)

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

Pediatric traumatic brain injury /
по: Snow, Jeffrey H.
Опубликовано: (1994)

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

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

Semantic segmentation of tumor from 3D Structural MRI using U-Net Autoencoder
по: Farzana, Maisha, и др.
Опубликовано: (2021)

A review: combination of photon emission & genome engineering in brain stimulation
по: Audithi, Atiya Sunjida
Опубликовано: (2024)

A review on the occurrence of brain tumor in adults and pediatrics and the associated risk factors
по: Bhuiya, Nabila
Опубликовано: (2023)

Brain drain and brain gain

Pattern of brain tumor among admitted patients in a specialized center of Dhaka city: a cross sectional study
по: Tuly, Tangia Islam
Опубликовано: (2018)

Globalisation, migration and knowledge generation: a study on higher education institutions in Bangladesh
по: Rahman, Shahidur
Опубликовано: (2019)

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

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

The international mobility of talent

The divine banquet of the brain and other essays /
по: Critchley, Macdonald
Опубликовано: (1979)

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

Electroencephalogram based Emotion Recognition with Graph Convolutional Network Model
по: Islam, Md. Tahmidul, и др.
Опубликовано: (2023)

An efficient approach for binary classification in brain tumor detection using convolutional neural network
по: Islam, MD. Arman, и др.
Опубликовано: (2023)

Brain image fMRI data classification and graphical representation of visual object
по: Tasneem, Nazifa Afroza, и др.
Опубликовано: (2019)

Machine learning-based approach on predicting online shopping addiction using EEG signals
по: Nawer, Nafisa, и др.
Опубликовано: (2023)

How the brain learns /
по: Sousa, David A.
Опубликовано: (2006)

Identifying brain abnormalities using image processing and CNN models
по: Talukder, Ismat Shehrin, и др.
Опубликовано: (2021)

Saul Bellow, vision and revision /
по: Fuchs, Daniel, 1934-
Опубликовано: (2002)

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

The migration of knowledge workers : second-generation effects of India's brain drain /
по: Khadria, Binod
Опубликовано: (1999)

Differentiation through learning styles and memory /
по: Sprenger, Marilee, 1949-
Опубликовано: (2003)

How to explain a brain : an educator's handbook of brain terms and cognitive processes /
по: Sylwester, Robert
Опубликовано: (2005)