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.

التفاصيل البيبلوغرافية
المؤلفون الرئيسيون:	Pratanu, Abul Mushfique Muslah, Farhad, Fuad Ibne Jashim, Afnan, Aysha, Mim, Nusrat Jahan, Rahman, Farhin
مؤلفون آخرون:	Chakrabarty, Amitabha
التنسيق:	أطروحة
اللغة:	English
منشور في:	Brac University 2023
الموضوعات:	EEG Brain age K-NN RF Decision tree MLP Naive bayes Raspberry Pi Machine learning Neural networks (Computer science)
الوصول للمادة أونلاين:	http://hdl.handle.net/10361/18092

مواد مشابهة

Identification of childhood leukemia using deep learning
بواسطة: Tultul, Farana Naz
منشور في: (2018)

Espionage: a voice guided surveillance robot with DTMF control and web based control
بواسطة: Rashid, Md. Tahmid, وآخرون
منشور في: (2016)

Design and development of doctor’s dictation kit using raspberry PI
بواسطة: Haque, Kazi Injamamul, وآخرون
منشور في: (2017)

An approach to detect epileptic seizure using XAI and machine learning
بواسطة: Bijoy, Emam Hasan, وآخرون
منشور في: (2022)

Development of electronic voting machine with the inclusion of near field communication ID cards, biometric fingerprint sensor and POS printer
بواسطة: Anis, Arafa Mohd., وآخرون
منشور في: (2015)

Farm automation system with IoT application
بواسطة: Hasan, Mahmudul, وآخرون
منشور في: (2018)

A feature selection approach to determine obesity using machine learning method
بواسطة: Antor, Shahidul Alam, وآخرون
منشور في: (2021)

Application of machine learning in attentiveness detection from EEG signal
بواسطة: Ridi, Sadia Sobhana, وآخرون
منشور في: (2023)

EEG signals analysis for motor imagery brain computer interface
بواسطة: Rahman, La z Maruf, وآخرون
منشور في: (2019)

Predicting subject area interest of a student using naive bayes
بواسطة: Hossain, Shakib
منشور في: (2016)

Detection of mind wandering using EEG signals
بواسطة: Tasika, Nadia Jebin, وآخرون
منشور في: (2020)

Analysis on IOT Botnet and DDOS attack
بواسطة: Nur, Md. Walid Bin
منشور في: (2018)

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

Sentimental analysis of food review contents to improve food culture and the quality of virtual content using natural language processing and machine learning
بواسطة: Sarkar, Ripa, وآخرون
منشور في: (2024)

Emotion detection using EEG signals
بواسطة: Hossain, Mohammad Adnan
منشور في: (2021)

Online smart security with remote monitoring facilities
بواسطة: Nesha, Zinnatun, وآخرون
منشور في: (2017)

Analysis on the effects of wallstreetbets on the stock market
بواسطة: Hossain, Abir, وآخرون
منشور في: (2022)

Multiclass emotion classification by using Spectrogram image analysis: A CNN-XGBoost fusion approach
بواسطة: Esha, Ishraq Ahmed, وآخرون
منشور في: (2023)

Intelligent intrusion prevention system for households based on system-on-chip computer
بواسطة: Rashid, Md Tahmid, وآخرون
منشور في: (2018)

Prediction of coronary heart diseases using supervised machine learning algorithms
بواسطة: Salam, Nazia Binte, وآخرون
منشور في: (2023)

Cardiovascular disease prediction model using Machine Learning Algorithm
بواسطة: Arefin Mirdha, MD Shamsul
منشور في: (2023)

Text classification using machine learning algorithms
بواسطة: Hasnat, Fahim, وآخرون
منشور في: (2018)

Brain hemorrhage detection using hybrid machine learning algorithm
بواسطة: Iqbal, Khondoker Nazia, وآخرون
منشور في: (2022)

Consumer behaviour analysis using EEG signals for Neuromarketing Application
بواسطة: Amin, Chowdhury Rabith, وآخرون
منشور في: (2020)

Recognizing sentimental emotions in text by using Machine Learning
بواسطة: Bushra, Tabassum Khan, وآخرون
منشور في: (2023)

Analyzing data of social media to evaluate customer behavior of companies using sentiment analysis
بواسطة: Shourin, Bushra, وآخرون
منشور في: (2018)

Intrusion of Malware (DDoS) detection in IoT devices using Machine Learning on Cyberspace
بواسطة: Al Amin, Istiak, وآخرون
منشور في: (2022)

Prediction of Epileptic Seizure onset based on EEG signals and learning approaches
بواسطة: Nazim, Tausif, وآخرون
منشور في: (2021)

An effective real-time flood disaster management with automated GSM warning system
بواسطة: Faruk, Omar, وآخرون
منشور في: (2024)

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

An effective machine learning approach for sentiment analysis of restaurant reviews
بواسطة: Karim, Rabita
منشور في: (2018)

Exploring cognitive load and emotional states for the visually impaired
بواسطة: Afroz, Sharmin, وآخرون
منشور في: (2019)

Parking data analysis
بواسطة: Ahamed, Kasfi, وآخرون
منشور في: (2023)

Programming a self-driving car
بواسطة: Hasdak, Onishim
منشور في: (2015)

Machine learning-based approach on predicting online shopping addiction using EEG signals
بواسطة: Nawer, Nafisa, وآخرون
منشور في: (2023)

Epileptic seizure detection by exploiting EEG signals using different decomposition techniques and machine learning approaches
بواسطة: Karim, Rezwanul, وآخرون
منشور في: (2019)

Affordable voice assistive intelligent glass for visually impaired people in perspective of Bangladesh
بواسطة: Peyal, Md. Mahmudul Kabir, وآخرون
منشور في: (2021)

Modelling and forecasting energy demand of Bangladesh using AI based algorithms
بواسطة: Mahmud, Booshra Nazifa, وآخرون
منشور في: (2019)

A machine learning approach to predict young voter enthusiasm based on non-political factors
بواسطة: Rahman, Md. Nowroz Junaed, وآخرون
منشور في: (2021)

Applying tDCS over the dominant Hemisphere to observe event-related Desynchronization
بواسطة: Khan, Akif Ahmed, وآخرون
منشور في: (2020)