Emotion Recognition and Dynamic Functional Connectivity Analysis Based on EEG
نویسندگان
چکیده
منابع مشابه
Tinnitus Identification based on Brain Network Analysis of EEG Functional Connectivity
Introduction: Tinnitus known as a central nervous system disorder is correlated with specific oscillatory activities within auditory and non-auditory brain areas. Several studies in the past few years have revealed that in the most tinnitus cases, the response pattern of neurons in auditory system is changed due to auditory deafferentation, which leads to variation of the brain...
متن کاملComputer-Aided Tinnitus Detection based on Brain Network Analysis of EEG Functional Connectivity
Background: Tinnitus known as a central nervous system disorder is correlated with specific oscillatory activities within auditory and non-auditory brain areas. Several studies in the past few years have revealed that in the most tinnitus cases, the response pattern of neurons in auditory system is changed due to auditory deafferentation, which leads to variation and disruption of the brain net...
متن کاملEEG-based Emotion Recognition pdfsubject
In the area of human-computer interaction information about the emotional state of a user becomes more and more important. For instance, this information could be used to make communication with computers more human-like or to make computer learning environments more effective. This thesis proposes an emotion recognition system from electroencephalographic (EEG) signals. Emotional states were i...
متن کاملCapturing dynamic patterns of task-based functional connectivity with EEG
A new approach to trace the dynamic patterns of task-based functional connectivity, by combining signal segmentation, dynamic time warping (DTW), and Quality Threshold (QT) clustering techniques, is presented. Electroencephalography (EEG) signals of 5 healthy subjects were recorded as they performed an auditory oddball and a visual modified oddball tasks. To capture the dynamic patterns of func...
متن کاملEEG-Based Emotion Recognition during Music Listening
In Music Emotion Research, the goal is to quantify and explain how music influences our emotional states. Scientists realize that human brain is relevant to emotion, and it leads to the study of human emotion by capturing information from brain. Electroencephalogram (EEG) is an efficient tool to capture brainwave. This research proposes a framework to recognize human emotions during music liste...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: IEEE Access
سال: 2019
ISSN: 2169-3536
DOI: 10.1109/access.2019.2945059