Emotion recognition using EEG signal and deep learning approach

Emotion recognition using EEG signal and deep learning approach

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science, 2019.

Manylion Llyfryddiaeth
Prif Awduron:	Islam, Sayedi Hassan Bin, Mehdi, Md. Quamar, Rohan, Bhuiyan Yash, Mahmood, Syed Atif Imtiaz
Awduron Eraill:	Parvez, Mohammad Zavid
Fformat:	Traethawd Ymchwil
Iaith:	English
Cyhoeddwyd:	Brac University 2019
Pynciau:	EEG BCI CNN FFT DCT DWT Emotions > Computer simulation Pattern recognition systems Artificial intelligence Human-computer interaction
Mynediad Ar-lein:	http://hdl.handle.net/10361/12782

Eitemau Tebyg

Emotion recognition by exploiting temporal resolution of EEG signals using transformation and learning methods
gan: Uddin, Md.Tousif, et al.
Cyhoeddwyd: (2021)

IoT based brain-wave assistive system for paralyzed individuals
gan: Monowara, Syeda Maliha, et al.
Cyhoeddwyd: (2021)

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

Aﬀective state recognition through analysis of electroencephalogram signals by using extreme gradient boosting
gan: khan, Md. Sakib, et al.
Cyhoeddwyd: (2021)

Study on human emotion based on facial expressions through human machine communication
gan: Murshed, Tahmin Aysha, et al.
Cyhoeddwyd: (2021)

Emotion detection using EEG signals
gan: Hossain, Mohammad Adnan
Cyhoeddwyd: (2021)

Multimodal emotion recognition from Speech and text using heterogeneous ensemble techniques
gan: Rafidul Islam, Sheikh Md, et al.
Cyhoeddwyd: (2022)

Detection of epileptic seizure using Support Vector Machine Classifier - extracted features from EEG signals
gan: Amiz, Asef Hassan, et al.
Cyhoeddwyd: (2021)

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

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

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

Cognitive efficiency in robot control by Emotiv EPOC
gan: Chowdhury, Pritom, et al.
Cyhoeddwyd: (2016)

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

Detecting navigation challenges for the visually impaired with mobile monitoring of biosignal
gan: Islam, Mohammad Waseq ul, et al.
Cyhoeddwyd: (2021)

Early threat warning via speech and emotion recognition from voice calls
gan: Ishtiak, Ifaz, et al.
Cyhoeddwyd: (2019)

Behavior change analysis due to violent video gaming using deep learning models
gan: Rahman, Akhlak Ur, et al.
Cyhoeddwyd: (2024)

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

Electroencephalogram based Emotion Recognition with Graph Convolutional Network Model
gan: Islam, Md. Tahmidul, et al.
Cyhoeddwyd: (2023)

Emotion detection from frontal facial image
gan: Hussain, Sakib
Cyhoeddwyd: (2014)

Emotional intelligence : why it can matter more than IQ /
gan: Goleman, Daniel
Cyhoeddwyd: (1996)

DWT based transformed domain feature extraction approach for epileptic seizure detection
gan: Mostafa, Mahajabin, et al.
Cyhoeddwyd: (2021)

Emotional intelligence /
gan: Goleman, Daniel
Cyhoeddwyd: (1995)

Image recognition by deep learning
gan: Mohiuddin, Karishma, et al.
Cyhoeddwyd: (2018)

Deep learning based medical X-ray image recognition and classification
gan: Khan, Md. Rakib Hossain
Cyhoeddwyd: (2019)

Prediction of success factors of FMCG commercials using signal processing and machine learning algorithms
gan: Saquib, Nazmus, et al.
Cyhoeddwyd: (2021)

Emotion in interaction
gan: Peräkylä, Anssi

A new pattern recognition method for abnormal event detection in crowded scenarios
gan: Mostafa, Tahjid Ashfaque
Cyhoeddwyd: (2017)

Emotion detection for Bangla language
gan: Rushan, Rowshan Rahman, et al.
Cyhoeddwyd: (2024)

Comparative analysis of emotion recognition methods
gan: Zaman, Mustafa, et al.
Cyhoeddwyd: (2010)

Emotional discipline : the power to choose how you feel : 5 life changing steps to feeling better every day /
gan: Manz, Charles C.
Cyhoeddwyd: (2003)

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

Segmentation free Bangla OCR using HMM: Training and recognition
gan: Hasnat, Md. Abul, et al.
Cyhoeddwyd: (2010)

Emotion analysis using machine learning model and deep learning model on DEAP dataset
gan: Hasan, Anita, et al.
Cyhoeddwyd: (2022)

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

Accurate analysis of mood detection using eye-images rather than facial expression recognition (FER)
gan: Hossain, Arafat, et al.
Cyhoeddwyd: (2023)

Design and VLSI implementation of high performance face recognition system
gan: Dewan, Priyanka Das, et al.
Cyhoeddwyd: (2013)

Literature and emotion /
gan: Hogan, Patrick Colm
Cyhoeddwyd: (2018)

Phase Transitions in Machine Learning
gan: Lorenza Saitta, Attilio Giordana, Antoine Cornuéjols
Cyhoeddwyd: (2012)

Fake news pattern recognition using linguistic analysis
gan: Dey, Amitabha, et al.
Cyhoeddwyd: (2018)

Pattern classification /
gan: Duda, Richard O.