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.

Bibliografische gegevens
Hoofdauteurs:	Islam, Sayedi Hassan Bin, Mehdi, Md. Quamar, Rohan, Bhuiyan Yash, Mahmood, Syed Atif Imtiaz
Andere auteurs:	Parvez, Mohammad Zavid
Formaat:	Thesis
Taal:	English
Gepubliceerd in:	Brac University 2019
Onderwerpen:	EEG BCI CNN FFT DCT DWT Emotions > Computer simulation Pattern recognition systems Artificial intelligence Human-computer interaction
Online toegang:	http://hdl.handle.net/10361/12782

Gelijkaardige items

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

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

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

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

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

Emotion detection using EEG signals
door: Hossain, Mohammad Adnan
Gepubliceerd in: (2021)

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

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

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

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

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

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

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

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

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

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

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

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

Emotion detection from frontal facial image
door: Hussain, Sakib
Gepubliceerd in: (2014)

Emotional intelligence : why it can matter more than IQ /
door: Goleman, Daniel
Gepubliceerd in: (1996)

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

Emotional intelligence /
door: Goleman, Daniel
Gepubliceerd in: (1995)

Image recognition by deep learning
door: Mohiuddin, Karishma, et al.
Gepubliceerd in: (2018)

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

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

Emotion in interaction
door: Peräkylä, Anssi

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

Emotion detection for Bangla language
door: Rushan, Rowshan Rahman, et al.
Gepubliceerd in: (2024)

Comparative analysis of emotion recognition methods
door: Zaman, Mustafa, et al.
Gepubliceerd in: (2010)

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

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

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

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

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

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

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

Literature and emotion /
door: Hogan, Patrick Colm
Gepubliceerd in: (2018)

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

Fake news pattern recognition using linguistic analysis
door: Dey, Amitabha, et al.
Gepubliceerd in: (2018)

Pattern classification /
door: Duda, Richard O.