Predicting brain age from EEG signals using machine learning and neural network

Predicting brain age from EEG signals using machine learning and neural network

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

書目詳細資料
Main Authors:	Pratanu, Abul Mushfique Muslah, Farhad, Fuad Ibne Jashim, Afnan, Aysha, Mim, Nusrat Jahan, Rahman, Farhin
其他作者:	Chakrabarty, Amitabha
格式:	Thesis
語言:	English
出版:	Brac University 2023
主題:	EEG Brain age K-NN RF Decision tree MLP Naive bayes Raspberry Pi Machine learning Neural networks (Computer science)
在線閱讀:	http://hdl.handle.net/10361/18092

相似書籍

Identification of childhood leukemia using deep learning
由: Tultul, Farana Naz
出版: (2018)

Espionage: a voice guided surveillance robot with DTMF control and web based control
由: Rashid, Md. Tahmid, et al.
出版: (2016)

Design and development of doctor’s dictation kit using raspberry PI
由: Haque, Kazi Injamamul, et al.
出版: (2017)

An approach to detect epileptic seizure using XAI and machine learning
由: Bijoy, Emam Hasan, et al.
出版: (2022)

Development of electronic voting machine with the inclusion of near field communication ID cards, biometric fingerprint sensor and POS printer
由: Anis, Arafa Mohd., et al.
出版: (2015)

Farm automation system with IoT application
由: Hasan, Mahmudul, et al.
出版: (2018)

A feature selection approach to determine obesity using machine learning method
由: Antor, Shahidul Alam, et al.
出版: (2021)

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

EEG signals analysis for motor imagery brain computer interface
由: Rahman, La z Maruf, et al.
出版: (2019)

Predicting subject area interest of a student using naive bayes
由: Hossain, Shakib
出版: (2016)

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

Analysis on IOT Botnet and DDOS attack
由: Nur, Md. Walid Bin
出版: (2018)

Design and development of smart low-cost home systems using Raspberry Pi
由: Rafat, Nafis
出版: (2018)

Sentimental analysis of food review contents to improve food culture and the quality of virtual content using natural language processing and machine learning
由: Sarkar, Ripa, et al.
出版: (2024)

Emotion detection using EEG signals
由: Hossain, Mohammad Adnan
出版: (2021)

Online smart security with remote monitoring facilities
由: Nesha, Zinnatun, et al.
出版: (2017)

Analysis on the effects of wallstreetbets on the stock market
由: Hossain, Abir, et al.
出版: (2022)

Multiclass emotion classification by using Spectrogram image analysis: A CNN-XGBoost fusion approach
由: Esha, Ishraq Ahmed, et al.
出版: (2023)

Intelligent intrusion prevention system for households based on system-on-chip computer
由: Rashid, Md Tahmid, et al.
出版: (2018)

Prediction of coronary heart diseases using supervised machine learning algorithms
由: Salam, Nazia Binte, et al.
出版: (2023)

Cardiovascular disease prediction model using Machine Learning Algorithm
由: Arefin Mirdha, MD Shamsul
出版: (2023)

Text classification using machine learning algorithms
由: Hasnat, Fahim, et al.
出版: (2018)

Brain hemorrhage detection using hybrid machine learning algorithm
由: Iqbal, Khondoker Nazia, et al.
出版: (2022)

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

Recognizing sentimental emotions in text by using Machine Learning
由: Bushra, Tabassum Khan, et al.
出版: (2023)

Analyzing data of social media to evaluate customer behavior of companies using sentiment analysis
由: Shourin, Bushra, et al.
出版: (2018)

Intrusion of Malware (DDoS) detection in IoT devices using Machine Learning on Cyberspace
由: Al Amin, Istiak, et al.
出版: (2022)

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

An effective real-time flood disaster management with automated GSM warning system
由: Faruk, Omar, et al.
出版: (2024)

The applications of data mining and machine learning in Bangladesh for disease pattern analysis and prediction
由: Mahmud, Mahmudul Hasan
出版: (2021)

An effective machine learning approach for sentiment analysis of restaurant reviews
由: Karim, Rabita
出版: (2018)

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

Parking data analysis
由: Ahamed, Kasfi, et al.
出版: (2023)

Programming a self-driving car
由: Hasdak, Onishim
出版: (2015)

Machine learning-based approach on predicting online shopping addiction using EEG signals
由: Nawer, Nafisa, et al.
出版: (2023)

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

Affordable voice assistive intelligent glass for visually impaired people in perspective of Bangladesh
由: Peyal, Md. Mahmudul Kabir, et al.
出版: (2021)

Modelling and forecasting energy demand of Bangladesh using AI based algorithms
由: Mahmud, Booshra Nazifa, et al.
出版: (2019)

A machine learning approach to predict young voter enthusiasm based on non-political factors
由: Rahman, Md. Nowroz Junaed, et al.
出版: (2021)

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