Emotion recognition using brian signals based on time-frequency analysis and supervised learning algorithm

Emotion recognition using brian signals based on time-frequency analysis and supervised learning algorithm

This thesis is submitted in partial fulfilment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2018.

Xehetasun bibliografikoak
Egile Nagusiak:	Hossain, Prommy Sultana Ferdawoos, Shaikat, Istiaque Mannafee, George, Fabian Parsia
Beste egile batzuk:	Uddin, Jia
Formatua:	Thesis
Hizkuntza:	English
Argitaratua:	BRAC University 2018
Gaiak:	Brain Computer Interface (BCI) DEAP IAPS Emotion recognition Brian signals Learning algorithm
Sarrera elektronikoa:	http://hdl.handle.net/10361/10188

Antzeko izenburuak

Optimizing cognitive efficiency of emotiv EPOC and controlling wheelchair through it
nork: Chowdhury, Pritom, et al.
Argitaratua: (2015)

Emotion recognition using EEG signal and deep learning approach
nork: Islam, Sayedi Hassan Bin, et al.
Argitaratua: (2019)

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

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

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

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

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

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

Emotion detection from frontal facial image
nork: Hussain, Sakib
Argitaratua: (2014)

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

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

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

Emotional intelligence /
nork: Goleman, Daniel
Argitaratua: (1995)

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

Emotion in interaction
nork: Peräkylä, Anssi

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

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

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

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

Literature and emotion /
nork: Hogan, Patrick Colm
Argitaratua: (2018)

Stress detection for visually impaired people using EEG signals based on extracted features from time-frequency domain
nork: Sultana, Samia
Argitaratua: (2023)

Development of a Brain-Computer Interface (BCI) for person with disabilities to control their wheelchair using brain waves along with health monitoring system
nork: Salim Rafid, Sk Tahmed, et al.
Argitaratua: (2024)

Innovations in rational-emotive therapy /
Argitaratua: (1993)

Electroencephalography based brain controlled grasp and lift
nork: Chakraborty, Pritam, et al.
Argitaratua: (2022)

Analysis of financial statements of Brian Station 23 Limited
nork: Alam, Md. Khosrul
Argitaratua: (2023)

RED-LSTM: Real time emotion detection using LSTM
nork: Labiba, Mansura Rahman, et al.
Argitaratua: (2023)

Emotional longevity : what really determines how long we live /
nork: Anderson, Norman B.
Argitaratua: (2003)

Destructive emotions : how can we overcome them? : a scientific dialogue with the Dalai Lama /
nork: Goleman, Daniel
Argitaratua: (2003)

Emotion detection using EEG signals
nork: Hossain, Mohammad Adnan
Argitaratua: (2021)

TinyML for emotion detection in voice signals: evaluating and proposing algorithms for IoT wearable devices
nork: Ahmed, Hasibul Hasan, et al.
Argitaratua: (2024)

Detection of mind wandering using EEG signals
nork: Tasika, Nadia Jebin, et al.
Argitaratua: (2020)

Emotional intelligence and self-efficacy beliefs among secondary EFL teachers in Bangladesh: a path analysis
nork: Rimpu, Sefat Jeshin
Argitaratua: (2021)

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

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

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

Supervising vehicle using pattern recognition
nork: Lushan, Mihodi Hasan, et al.
Argitaratua: (2018)

Parent’s perception and practices on socio-emotional development of 0-3 years old children
nork: Begum, Iffat Ara
Argitaratua: (2023)

Classification of Bangla regional languages and recognition of artificial Bangla speech using deep learning
nork: Hossain, Prommy Sultana
Argitaratua: (2022)

The cultural politics of emotion /
nork: Ahmed, Sara, 1969-
Argitaratua: (2004)