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.

Библиографические подробности
Главные авторы:	Islam, Sayedi Hassan Bin, Mehdi, Md. Quamar, Rohan, Bhuiyan Yash, Mahmood, Syed Atif Imtiaz
Другие авторы:	Parvez, Mohammad Zavid
Формат:	Диссертация
Язык:	English
Опубликовано:	Brac University 2019
Предметы:	EEG BCI CNN FFT DCT DWT Emotions > Computer simulation Pattern recognition systems Artificial intelligence Human-computer interaction
Online-ссылка:	http://hdl.handle.net/10361/12782

Схожие документы

Emotion recognition by exploiting temporal resolution of EEG signals using transformation and learning methods
по: Uddin, Md.Tousif, и др.
Опубликовано: (2021)

IoT based brain-wave assistive system for paralyzed individuals
по: Monowara, Syeda Maliha, и др.
Опубликовано: (2021)

Application of machine learning in attentiveness detection from EEG signal
по: Ridi, Sadia Sobhana, и др.
Опубликовано: (2023)

Aﬀective state recognition through analysis of electroencephalogram signals by using extreme gradient boosting
по: khan, Md. Sakib, и др.
Опубликовано: (2021)

Study on human emotion based on facial expressions through human machine communication
по: Murshed, Tahmin Aysha, и др.
Опубликовано: (2021)

Emotion detection using EEG signals
по: Hossain, Mohammad Adnan
Опубликовано: (2021)

Multimodal emotion recognition from Speech and text using heterogeneous ensemble techniques
по: Rafidul Islam, Sheikh Md, и др.
Опубликовано: (2022)

Detection of epileptic seizure using Support Vector Machine Classifier - extracted features from EEG signals
по: Amiz, Asef Hassan, и др.
Опубликовано: (2021)

Multiclass emotion classification by using Spectrogram image analysis: A CNN-XGBoost fusion approach
по: Esha, Ishraq Ahmed, и др.
Опубликовано: (2023)

Emotion recognition using brian signals based on time-frequency analysis and supervised learning algorithm
по: Hossain, Prommy Sultana Ferdawoos, и др.
Опубликовано: (2018)

Classi fication of motor imagery tasks based on BCI paradigm
по: Hossain, Nahid, и др.
Опубликовано: (2019)

Cognitive efficiency in robot control by Emotiv EPOC
по: Chowdhury, Pritom, и др.
Опубликовано: (2016)

EEG signals analysis for motor imagery brain computer interface
по: Rahman, La z Maruf, и др.
Опубликовано: (2019)

Detecting navigation challenges for the visually impaired with mobile monitoring of biosignal
по: Islam, Mohammad Waseq ul, и др.
Опубликовано: (2021)

Early threat warning via speech and emotion recognition from voice calls
по: Ishtiak, Ifaz, и др.
Опубликовано: (2019)

Behavior change analysis due to violent video gaming using deep learning models
по: Rahman, Akhlak Ur, и др.
Опубликовано: (2024)

Exploring cognitive load and emotional states for the visually impaired
по: Afroz, Sharmin, и др.
Опубликовано: (2019)

Electroencephalogram based Emotion Recognition with Graph Convolutional Network Model
по: Islam, Md. Tahmidul, и др.
Опубликовано: (2023)

Emotion detection from frontal facial image
по: Hussain, Sakib
Опубликовано: (2014)

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

DWT based transformed domain feature extraction approach for epileptic seizure detection
по: Mostafa, Mahajabin, и др.
Опубликовано: (2021)

Emotional intelligence /
по: Goleman, Daniel
Опубликовано: (1995)

Image recognition by deep learning
по: Mohiuddin, Karishma, и др.
Опубликовано: (2018)

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

Prediction of success factors of FMCG commercials using signal processing and machine learning algorithms
по: Saquib, Nazmus, и др.
Опубликовано: (2021)

Emotion in interaction
по: Peräkylä, Anssi

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

Emotion detection for Bangla language
по: Rushan, Rowshan Rahman, и др.
Опубликовано: (2024)

Comparative analysis of emotion recognition methods
по: Zaman, Mustafa, и др.
Опубликовано: (2010)

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

Consumer behaviour analysis using EEG signals for Neuromarketing Application
по: Amin, Chowdhury Rabith, и др.
Опубликовано: (2020)

Segmentation free Bangla OCR using HMM: Training and recognition
по: Hasnat, Md. Abul, и др.
Опубликовано: (2010)

Emotion analysis using machine learning model and deep learning model on DEAP dataset
по: Hasan, Anita, и др.
Опубликовано: (2022)

Prediction of Epileptic Seizure onset based on EEG signals and learning approaches
по: Nazim, Tausif, и др.
Опубликовано: (2021)

Accurate analysis of mood detection using eye-images rather than facial expression recognition (FER)
по: Hossain, Arafat, и др.
Опубликовано: (2023)

Design and VLSI implementation of high performance face recognition system
по: Dewan, Priyanka Das, и др.
Опубликовано: (2013)

Literature and emotion /
по: Hogan, Patrick Colm
Опубликовано: (2018)

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

Fake news pattern recognition using linguistic analysis
по: Dey, Amitabha, и др.
Опубликовано: (2018)

Pattern classification /
по: Duda, Richard O.