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EMPIRICAL MODE DECOMPOSITION BASED ON THETA METHOD FOR FORECASTING DAILY STOCK PRICE

open access: diamondJournal of ICT, 2020
Forecasting is a challenging task as time series data exhibit many features that cannot be captured by a single model. Therefore, many researchers have proposed various hybrid models in order to accommodate these features to improve forecasting results ...
Mohammad Raquibul Hossain   +1 more
doaj   +5 more sources

Frontal Theta Oscillations in Perceptual Decision-Making Reflect Cognitive Control and Confidence [PDF]

open access: yesBrain Sciences
Background: Perceptual decision-making requires transforming sensory inputs into goal-directed actions under uncertainty. Neural oscillations in the theta band (3–7 Hz), particularly within frontal regions, have been implicated in cognitive control and ...
Rashmi Parajuli   +2 more
doaj   +2 more sources

Theta Oscillations Assessed From a Passive Auditory Oddball Paradigm in Individuals at Clinical High-Risk for Psychosis and Healthy Control Individuals: Associations with Clinical Outcomes and Mismatch Negativity [PDF]

open access: yesBiological Psychiatry Global Open Science
Background: Reduced mismatch negativity (MMN) is a widely replicated schizophrenia biomarker. Time-frequency analyses suggest that deficient phase synchrony and/or power of electroencephalography (EEG) event-related oscillations, especially theta ...
Jessica P.Y. Hua   +18 more
doaj   +2 more sources

Resting-state theta activity is linked to information content-specific coding levels during response inhibition

open access: yesScientific Reports, 2022
The neurophysiological processes underlying the inhibition of impulsive responses have been studied extensively. While also the role of theta oscillations during response inhibition is well examined, the relevance of resting-state theta activity for ...
Charlotte Pscherer   +3 more
doaj   +1 more source

Phase synchronized 6 Hz transcranial electric and magnetic stimulation boosts frontal theta activity and enhances working memory

open access: yesNeuroImage, 2021
Network-level synchronization of theta oscillations in the cerebral cortex is linked to many vital cognitive functions across daily life, such as executive functions or regulation of arousal and consciousness.
Tiam Hosseinian   +4 more
doaj   +1 more source

Prefrontal theta phase-dependent rTMS-induced plasticity of cortical and behavioral responses in human cortex

open access: yesBrain Stimulation, 2022
Background: Prefrontal theta oscillations are involved in neuronal information transfer and retention. Phases along the theta cycle represent varied excitability states, whereby high-excitability states correspond to high-frequency neuronal activity and ...
Pedro Caldana Gordon   +4 more
doaj   +1 more source

Short-term load forecasting using Theta method [PDF]

open access: yesE3S Web of Conferences, 2019
The Theta method attracted the attention of researchers and practitioners in recent years due to its simplicity and superior forecasting accuracy. Its performance has been confirmed by many empirical studies as well as forecasting competitions.
Dudek Grzegorz
doaj   +1 more source

Acute low frequency dorsal subthalamic nucleus stimulation improves verbal fluency in Parkinson's disease

open access: yesBrain Stimulation, 2021
Background: Parkinson's disease (PD) is a common neurodegenerative disorder that results in movement-related dysfunction and has variable cognitive impairment.
Darrin J. Lee   +19 more
doaj   +1 more source

Optical Thermography Infrastructure to Assess Thermal Distribution in Critically Ill Children

open access: yesIEEE Open Journal of Engineering in Medicine and Biology, 2022
The temperature distribution at the skin surface could be a useful tool to monitor changes in cardiac output. Goal: The aim of this study was to explore infrared thermography as a method to analyze temperature profiles of critically ill children. Methods:
Monisha Shcherbakova   +5 more
doaj   +1 more source

Loss of Circadian Timing Disrupts Theta Episodes during Object Exploration

open access: yesClocks & Sleep, 2020
This study examined whether theta oscillations were compromised by the type of circadian disruption that impairs hippocampal-dependent memory processes.
Adrienne C. Loewke   +6 more
doaj   +1 more source

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