Classification of Autism Spectrum Disorder From EEG-Based Functional Brain Connectivity Analysis
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 کاملOPINION Brain connectivity in autism spectrum disorder
Many studies have reported that individuals with autism spectrum disorder (ASD) have different brain connectivity patterns compared with typically developing individuals. However, the results of more recent studies do not unanimously support the traditional view in which individuals with ASD have lower connectivity between distant brain regions and increased connectivity within local brain regi...
متن کاملClassification of Autism Spectrum Disorder Using Supervised Learning of Brain Connectivity Measures Extracted from Synchrostates
OBJECTIVE The paper investigates the presence of autism using the functional brain connectivity measures derived from electro-encephalogram (EEG) of children during face perception tasks. APPROACH Phase synchronized patterns from 128-channel EEG signals are obtained for typical children and children with autism spectrum disorder (ASD). The phase synchronized states or synchrostates temporally...
متن کاملStructural Connectivity of the Brain in Autism Spectrum Disorder
Autism spectrum disorder (ASD) is a neurodevelopmental condition characterised by social communication deficits and restricted and repetitive interests. It mostly affects males, and has a range of severities and presentations. The causes of ASD are, as yet, unknown, though research indicates that a combination of genetic and environmental factors contribute to aberrant brain structure and funct...
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ژورنال
عنوان ژورنال: Neural Computation
سال: 2021
ISSN: 0899-7667,1530-888X
DOI: 10.1162/neco_a_01394