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.

Manylion Llyfryddiaeth
Prif Awduron:	Ridi, Sadia Sobhana, Tandra, Jannatul Farzana, Emon, Mahmudul Hasan, Mahmud, Md Ridwan, Tabassum, Sumaiya
Awduron Eraill:	Ashraf, Faisal Bin
Fformat:	Traethawd Ymchwil
Iaith:	English
Cyhoeddwyd:	Brac University 2023
Pynciau:	Textual representation Brain signal BCI EEG LRR CNN ERP Brain > Computer simulation Behavioral assessment > Data processing
Mynediad Ar-lein:	http://hdl.handle.net/10361/21791

Eitemau Tebyg

Classi fication of motor imagery tasks based on BCI paradigm
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Cyhoeddwyd: (2019)

EEG signals analysis for motor imagery brain computer interface
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Cyhoeddwyd: (2019)

Emotion recognition using EEG signal and deep learning approach
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Cyhoeddwyd: (2019)

Optimizing cognitive efficiency of emotiv EPOC and controlling wheelchair through it
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Cyhoeddwyd: (2015)

Detection of mind wandering using EEG signals
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Cyhoeddwyd: (2020)

Detecting brain tumor using deep neural networks from MRI images
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Cyhoeddwyd: (2021)

IoT based brain-wave assistive system for paralyzed individuals
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Cyhoeddwyd: (2021)

In-depth analysis of deep learning architectures for brain tumor classification in MRI scans
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Cyhoeddwyd: (2024)

Emotion recognition using brian signals based on time-frequency analysis and supervised learning algorithm
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Cyhoeddwyd: (2018)

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

Cognitive efficiency in robot control by Emotiv EPOC
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Cyhoeddwyd: (2016)

Exploring cognitive load and emotional states for the visually impaired
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Cyhoeddwyd: (2019)

Applying tDCS over the dominant Hemisphere to observe event-related Desynchronization
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Cyhoeddwyd: (2020)

Predicting brain age from EEG signals using machine learning and neural network
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Cyhoeddwyd: (2023)

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

Pediatric traumatic brain injury /
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Cyhoeddwyd: (1994)

Electroencephalography based brain controlled grasp and lift
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Cyhoeddwyd: (2022)

Detecting navigation challenges for the visually impaired with mobile monitoring of biosignal
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Cyhoeddwyd: (2021)

Semantic segmentation of tumor from 3D Structural MRI using U-Net Autoencoder
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Cyhoeddwyd: (2021)

A review: combination of photon emission & genome engineering in brain stimulation
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Cyhoeddwyd: (2024)

A review on the occurrence of brain tumor in adults and pediatrics and the associated risk factors
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Cyhoeddwyd: (2023)

Brain drain and brain gain

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

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

Consumer behaviour analysis using EEG signals for Neuromarketing Application
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Cyhoeddwyd: (2020)

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

The international mobility of talent

The divine banquet of the brain and other essays /
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Cyhoeddwyd: (1979)

Prediction of Epileptic Seizure onset based on EEG signals and learning approaches
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Cyhoeddwyd: (2021)

Electroencephalogram based Emotion Recognition with Graph Convolutional Network Model
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Cyhoeddwyd: (2023)

An efficient approach for binary classification in brain tumor detection using convolutional neural network
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Cyhoeddwyd: (2023)

Brain image fMRI data classification and graphical representation of visual object
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Cyhoeddwyd: (2019)

Machine learning-based approach on predicting online shopping addiction using EEG signals
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Cyhoeddwyd: (2023)

How the brain learns /
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Cyhoeddwyd: (2006)

Identifying brain abnormalities using image processing and CNN models
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Cyhoeddwyd: (2021)

Saul Bellow, vision and revision /
gan: Fuchs, Daniel, 1934-
Cyhoeddwyd: (2002)

Epileptic seizure detection by exploiting EEG signals using different decomposition techniques and machine learning approaches
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Cyhoeddwyd: (2019)

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

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

How to explain a brain : an educator's handbook of brain terms and cognitive processes /
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Cyhoeddwyd: (2005)