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.

Bibliografiske detaljer
Main Authors:	Islam, Sayedi Hassan Bin, Mehdi, Md. Quamar, Rohan, Bhuiyan Yash, Mahmood, Syed Atif Imtiaz
Andre forfattere:	Parvez, Mohammad Zavid
Format:	Thesis
Sprog:	English
Udgivet:	Brac University 2019
Fag:	EEG BCI CNN FFT DCT DWT Emotions > Computer simulation Pattern recognition systems Artificial intelligence Human-computer interaction
Online adgang:	http://hdl.handle.net/10361/12782

Lignende værker

Emotion recognition by exploiting temporal resolution of EEG signals using transformation and learning methods
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Aﬀective state recognition through analysis of electroencephalogram signals by using extreme gradient boosting
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Study on human emotion based on facial expressions through human machine communication
af: Murshed, Tahmin Aysha, et al.
Udgivet: (2021)

Emotion detection using EEG signals
af: Hossain, Mohammad Adnan
Udgivet: (2021)

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

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

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

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

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

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

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

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

Early threat warning via speech and emotion recognition from voice calls
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Udgivet: (2019)

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

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

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

Emotion detection from frontal facial image
af: Hussain, Sakib
Udgivet: (2014)

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

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

Emotional intelligence /
af: Goleman, Daniel
Udgivet: (1995)

Image recognition by deep learning
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Udgivet: (2018)

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

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

Emotion in interaction
af: Peräkylä, Anssi

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

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

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

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

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

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

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

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

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

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

Literature and emotion /
af: Hogan, Patrick Colm
Udgivet: (2018)

Phase Transitions in Machine Learning
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Udgivet: (2012)

Fake news pattern recognition using linguistic analysis
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Pattern classification /
af: Duda, Richard O.