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.

Λεπτομέρειες βιβλιογραφικής εγγραφής
Κύριοι συγγραφείς:	Hossain, Prommy Sultana Ferdawoos, Shaikat, Istiaque Mannafee, George, Fabian Parsia
Άλλοι συγγραφείς:	Uddin, Jia
Μορφή:	Thesis
Γλώσσα:	English
Έκδοση:	BRAC University 2018
Θέματα:	Brain Computer Interface (BCI) DEAP IAPS Emotion recognition Brian signals Learning algorithm
Διαθέσιμο Online:	http://hdl.handle.net/10361/10188

Παρόμοια τεκμήρια

Optimizing cognitive efficiency of emotiv EPOC and controlling wheelchair through it
ανά: Chowdhury, Pritom, κ.ά.
Έκδοση: (2015)

Emotion recognition using EEG signal and deep learning approach
ανά: Islam, Sayedi Hassan Bin, κ.ά.
Έκδοση: (2019)

Classi fication of motor imagery tasks based on BCI paradigm
ανά: Hossain, Nahid, κ.ά.
Έκδοση: (2019)

Multimodal emotion recognition from Speech and text using heterogeneous ensemble techniques
ανά: Rafidul Islam, Sheikh Md, κ.ά.
Έκδοση: (2022)

EEG signals analysis for motor imagery brain computer interface
ανά: Rahman, La z Maruf, κ.ά.
Έκδοση: (2019)

Comparative analysis of emotion recognition methods
ανά: Zaman, Mustafa, κ.ά.
Έκδοση: (2010)

Emotion analysis using machine learning model and deep learning model on DEAP dataset
ανά: Hasan, Anita, κ.ά.
Έκδοση: (2022)

Electroencephalogram based Emotion Recognition with Graph Convolutional Network Model
ανά: Islam, Md. Tahmidul, κ.ά.
Έκδοση: (2023)

Emotion detection from frontal facial image
ανά: Hussain, Sakib
Έκδοση: (2014)

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

Early threat warning via speech and emotion recognition from voice calls
ανά: Ishtiak, Ifaz, κ.ά.
Έκδοση: (2019)

Exploring cognitive load and emotional states for the visually impaired
ανά: Afroz, Sharmin, κ.ά.
Έκδοση: (2019)

Emotional intelligence /
ανά: Goleman, Daniel
Έκδοση: (1995)

Multiclass emotion classification by using Spectrogram image analysis: A CNN-XGBoost fusion approach
ανά: Esha, Ishraq Ahmed, κ.ά.
Έκδοση: (2023)

Emotion in interaction
ανά: Peräkylä, Anssi

Application of machine learning in attentiveness detection from EEG signal
ανά: Ridi, Sadia Sobhana, κ.ά.
Έκδοση: (2023)

Study on human emotion based on facial expressions through human machine communication
ανά: Murshed, Tahmin Aysha, κ.ά.
Έκδοση: (2021)

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

IoT based brain-wave assistive system for paralyzed individuals
ανά: Monowara, Syeda Maliha, κ.ά.
Έκδοση: (2021)

Literature and emotion /
ανά: Hogan, Patrick Colm
Έκδοση: (2018)

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

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

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

Electroencephalography based brain controlled grasp and lift
ανά: Chakraborty, Pritam, κ.ά.
Έκδοση: (2022)

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

RED-LSTM: Real time emotion detection using LSTM
ανά: Labiba, Mansura Rahman, κ.ά.
Έκδοση: (2023)

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

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

Emotion detection using EEG signals
ανά: Hossain, Mohammad Adnan
Έκδοση: (2021)

TinyML for emotion detection in voice signals: evaluating and proposing algorithms for IoT wearable devices
ανά: Ahmed, Hasibul Hasan, κ.ά.
Έκδοση: (2024)

Detection of mind wandering using EEG signals
ανά: Tasika, Nadia Jebin, κ.ά.
Έκδοση: (2020)

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

Behavior change analysis due to violent video gaming using deep learning models
ανά: Rahman, Akhlak Ur, κ.ά.
Έκδοση: (2024)

Emotion detection for Bangla language
ανά: Rushan, Rowshan Rahman, κ.ά.
Έκδοση: (2024)

Cognitive efficiency in robot control by Emotiv EPOC
ανά: Chowdhury, Pritom, κ.ά.
Έκδοση: (2016)

Supervising vehicle using pattern recognition
ανά: Lushan, Mihodi Hasan, κ.ά.
Έκδοση: (2018)

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

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

The cultural politics of emotion /
ανά: Ahmed, Sara, 1969-
Έκδοση: (2004)