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.

書誌詳細
主要な著者:	Islam, Sayedi Hassan Bin, Mehdi, Md. Quamar, Rohan, Bhuiyan Yash, Mahmood, Syed Atif Imtiaz
その他の著者:	Parvez, Mohammad Zavid
フォーマット:	学位論文
言語:	English
出版事項:	Brac University 2019
主題:	EEG BCI CNN FFT DCT DWT Emotions > Computer simulation Pattern recognition systems Artificial intelligence Human-computer interaction
オンライン･アクセス:	http://hdl.handle.net/10361/12782

類似資料

Emotion recognition by exploiting temporal resolution of EEG signals using transformation and learning methods
著者:: Uddin, Md.Tousif, 等
出版事項: (2021)

IoT based brain-wave assistive system for paralyzed individuals
著者:: Monowara, Syeda Maliha, 等
出版事項: (2021)

Application of machine learning in attentiveness detection from EEG signal
著者:: Ridi, Sadia Sobhana, 等
出版事項: (2023)

Aﬀective state recognition through analysis of electroencephalogram signals by using extreme gradient boosting
著者:: khan, Md. Sakib, 等
出版事項: (2021)

Study on human emotion based on facial expressions through human machine communication
著者:: Murshed, Tahmin Aysha, 等
出版事項: (2021)

Emotion detection using EEG signals
著者:: Hossain, Mohammad Adnan
出版事項: (2021)

Multimodal emotion recognition from Speech and text using heterogeneous ensemble techniques
著者:: Rafidul Islam, Sheikh Md, 等
出版事項: (2022)

Detection of epileptic seizure using Support Vector Machine Classifier - extracted features from EEG signals
著者:: Amiz, Asef Hassan, 等
出版事項: (2021)

Multiclass emotion classification by using Spectrogram image analysis: A CNN-XGBoost fusion approach
著者:: Esha, Ishraq Ahmed, 等
出版事項: (2023)

Emotion recognition using brian signals based on time-frequency analysis and supervised learning algorithm
著者:: Hossain, Prommy Sultana Ferdawoos, 等
出版事項: (2018)

Classi fication of motor imagery tasks based on BCI paradigm
著者:: Hossain, Nahid, 等
出版事項: (2019)

Cognitive efficiency in robot control by Emotiv EPOC
著者:: Chowdhury, Pritom, 等
出版事項: (2016)

EEG signals analysis for motor imagery brain computer interface
著者:: Rahman, La z Maruf, 等
出版事項: (2019)

Detecting navigation challenges for the visually impaired with mobile monitoring of biosignal
著者:: Islam, Mohammad Waseq ul, 等
出版事項: (2021)

Early threat warning via speech and emotion recognition from voice calls
著者:: Ishtiak, Ifaz, 等
出版事項: (2019)

Behavior change analysis due to violent video gaming using deep learning models
著者:: Rahman, Akhlak Ur, 等
出版事項: (2024)

Exploring cognitive load and emotional states for the visually impaired
著者:: Afroz, Sharmin, 等
出版事項: (2019)

Electroencephalogram based Emotion Recognition with Graph Convolutional Network Model
著者:: Islam, Md. Tahmidul, 等
出版事項: (2023)

Emotion detection from frontal facial image
著者:: Hussain, Sakib
出版事項: (2014)

Emotional intelligence : why it can matter more than IQ /
著者:: Goleman, Daniel
出版事項: (1996)

DWT based transformed domain feature extraction approach for epileptic seizure detection
著者:: Mostafa, Mahajabin, 等
出版事項: (2021)

Emotional intelligence /
著者:: Goleman, Daniel
出版事項: (1995)

Image recognition by deep learning
著者:: Mohiuddin, Karishma, 等
出版事項: (2018)

Deep learning based medical X-ray image recognition and classification
著者:: Khan, Md. Rakib Hossain
出版事項: (2019)

Prediction of success factors of FMCG commercials using signal processing and machine learning algorithms
著者:: Saquib, Nazmus, 等
出版事項: (2021)

Emotion in interaction
著者:: Peräkylä, Anssi

A new pattern recognition method for abnormal event detection in crowded scenarios
著者:: Mostafa, Tahjid Ashfaque
出版事項: (2017)

Emotion detection for Bangla language
著者:: Rushan, Rowshan Rahman, 等
出版事項: (2024)

Comparative analysis of emotion recognition methods
著者:: Zaman, Mustafa, 等
出版事項: (2010)

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

Consumer behaviour analysis using EEG signals for Neuromarketing Application
著者:: Amin, Chowdhury Rabith, 等
出版事項: (2020)

Segmentation free Bangla OCR using HMM: Training and recognition
著者:: Hasnat, Md. Abul, 等
出版事項: (2010)

Emotion analysis using machine learning model and deep learning model on DEAP dataset
著者:: Hasan, Anita, 等
出版事項: (2022)

Prediction of Epileptic Seizure onset based on EEG signals and learning approaches
著者:: Nazim, Tausif, 等
出版事項: (2021)

Accurate analysis of mood detection using eye-images rather than facial expression recognition (FER)
著者:: Hossain, Arafat, 等
出版事項: (2023)

Design and VLSI implementation of high performance face recognition system
著者:: Dewan, Priyanka Das, 等
出版事項: (2013)

Literature and emotion /
著者:: Hogan, Patrick Colm
出版事項: (2018)

Phase Transitions in Machine Learning
著者:: Lorenza Saitta, Attilio Giordana, Antoine Cornuéjols
出版事項: (2012)

Fake news pattern recognition using linguistic analysis
著者:: Dey, Amitabha, 等
出版事項: (2018)

Pattern classification /
著者:: Duda, Richard O.