Investigating music algorithm in neural information processing: robust feature extraction for emotional state classification from multichannel EEG signals

Investigating music algorithm in neural information processing: robust feature extraction for emotional state classification from multichannel EEG signals

This thesis is submitted in partial fulfilment of the requirements for the degree of Master of Engineering in Computer Science and Engineering, 2021.

Xehetasun bibliografikoak
Egile nagusia:	Hossain, Md. Sakib Abrar
Beste egile batzuk:	Chakrabarty, Amitabha
Formatua:	Thesis
Hizkuntza:	English
Argitaratua:	Brac University 2021
Gaiak:	Multiple signal classification algorithm Neural information processing Multilayer perceptron network, Data visualization Brain computer interfacing Human computer interaction Biomedical signal processing Human-computer interaction Algorithms.
Sarrera elektronikoa:	http://hdl.handle.net/10361/15637

Antzeko izenburuak

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

Classi fication of motor imagery tasks based on BCI paradigm
nork: Hossain, Nahid, et al.
Argitaratua: (2019)

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

Emotion recognition using brian signals based on time-frequency analysis and supervised learning algorithm
nork: Hossain, Prommy Sultana Ferdawoos, et al.
Argitaratua: (2018)

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

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

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

Interacting with Computers

Interacting with Computers

Human-computer interaction /
Argitaratua: (2004)

Emotion recognition using EEG signal and deep learning approach
nork: Islam, Sayedi Hassan Bin, et al.
Argitaratua: (2019)

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

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

Smart biomedical device to predict lung diseases, COVID-19 and diabetes by using machine learning algorithms
nork: Hossain, Ashraful, et al.
Argitaratua: (2024)

Economic crisis prediction due to pandemic outbreak using machine learning
nork: Ahmed, Tanvir, et al.
Argitaratua: (2021)

Machine learning In breast cancer prognosis and prediction
nork: Chowdhury, Shah Abul Hasnat, et al.
Argitaratua: (2023)

Human recognition using wireless router signal
nork: Chowdhury, S. M. A. Muksit, et al.
Argitaratua: (2019)

Design of an interactive smart board using kinect sensor
nork: Sarker, Nasrul Karim, et al.
Argitaratua: (2018)

Create your own virtual reality system /
nork: Levy, Joseph, 1934-
Argitaratua: (1995)

Doodle2Clothing : a clothing design recognition and searching model from a doodle drawing
nork: Ani, MD Fahim Afridi, et al.
Argitaratua: (2024)

Enrichment of indigenous pre-primary education of Bangladesh through HCI
nork: Azhar, Tawsif, et al.
Argitaratua: (2023)

Social interaction.
nork: Argyle, Michael
Argitaratua: (1969)

Exploring the psychological factors of consumer purchase behavior in Bangladesh on the adoption of digital payment apps
nork: Karmaker, Samanta, et al.
Argitaratua: (2024)

Analysis of quantum algorithms
nork: Farastu, Paresha, et al.
Argitaratua: (2018)

Design and analysis of algorithms /
nork: Dave, Parag H
Argitaratua: (2008)

Economic crisis prediction due to pandemic outbreak using machine learning
nork: Ahmed, Tanvir, et al.
Argitaratua: (2021)

Humans on the net :|binformation & communication technology (ICT), work organisation and human beings /
Argitaratua: (2003)

Optimizing cognitive efficiency of emotiv EPOC and controlling wheelchair through it
nork: Chowdhury, Pritom, et al.
Argitaratua: (2015)

Utilizing machine learning to project the nancial outcomes of reconnecting with potential customers of the same industry
nork: Hossain, Shoumik, et al.
Argitaratua: (2022)

Multilayer Security System
nork: Rahman, Jabel, et al.
Argitaratua: (2017)

Interactive centre for children
nork: Tahsin, Amrin
Argitaratua: (2021)

Squad selection for cricket team using machine learning algorithms
nork: Malek, Meraj-Bin-, et al.
Argitaratua: (2019)

An interactive knowledge based recommender system for tourism
nork: Ahmed, Wakil, et al.
Argitaratua: (2017)

Role of classroom interaction in reducing anxiety of young learners
nork: Ullah, Md. Hasib
Argitaratua: (2017)

Social behavior : its elementary forms.
nork: Homans, George Caspar, 1910-
Argitaratua: (1974)

RED-LSTM: Real time emotion detection using LSTM
nork: Labiba, Mansura Rahman, et al.
Argitaratua: (2023)

Email classification and meeting scheduling using classifier algorithm
nork: Khan, Behroz Newaz, et al.
Argitaratua: (2017)

Fundamentals of algorithmics /
nork: Brassard, Gilles, 1955-
Argitaratua: (1996)

Algorithms /
nork: Dasgupta, Sanjoy
Argitaratua: (2008)

Brain tumor detection through image processing
nork: Azmim, Tahaziba, et al.
Argitaratua: (2021)