Functional connectivity changes in core resting state networks are associated with cognitive performance in systemic lupus erythematosus
Sign Up to like & getrecommendations! Published in 2019 at "Journal of Comparative Neurology"
DOI: 10.1002/cne.24656
Abstract: To investigate core resting state networks in SLE patients with and without neuropsychiatric symptoms by examining functional connectivity changes correlating with results of cognitive testing. Structural MRI and resting state‐fMRI (rs‐fMRI) were performed in 61… read more here.
Keywords: state; core resting; state networks; resting state ... See more keywords
Mapping of whole‐cerebrum resting‐state networks using ultra‐high resolution acquisition protocols
Sign Up to like & getrecommendations! Published in 2022 at "Human Brain Mapping"
DOI: 10.1002/hbm.25855
Abstract: Resting‐state functional magnetic resonance imaging (fMRI) has been used in numerous studies to map networks in the brain that employ spatially disparate regions. However, attempts to map networks with high spatial resolution have been hampered… read more here.
Keywords: spatial resolution; resting state; resolution; fmri ... See more keywords
Time series prediction using deep echo state networks
Sign Up to like & getrecommendations! Published in 2020 at "Neural Computing and Applications"
DOI: 10.1007/s00521-020-04948-x
Abstract: Artificial neural networks have been used for time series modeling and forecasting in many domains. However, they are often limited in their handling of nonlinear and chaotic data. More recently, reservoir-based recurrent neural net systems,… read more here.
Keywords: echo state; state networks; time series; time ... See more keywords
Altered resting-state networks may explain the executive impairment in young health immigrants into high-altitude area
Sign Up to like & getrecommendations! Published in 2020 at "Brain Imaging and Behavior"
DOI: 10.1007/s11682-019-00241-1
Abstract: Executive function is a complex involving multiple advanced brain functions like planning, working memory, mental flexibility and psychomotor. Previous researches indicated that executive function may be impaired after acute or chronic high-altitude exposure, while the… read more here.
Keywords: network; executive; state networks; resting state ... See more keywords
Local Lyapunov exponents of deep echo state networks
Sign Up to like & getrecommendations! Published in 2018 at "Neurocomputing"
DOI: 10.1016/j.neucom.2017.11.073
Abstract: Abstract The analysis of deep Recurrent Neural Network (RNN) models represents a research area of increasing interest. In this context, the recent introduction of Deep Echo State Networks (DeepESNs) within the Reservoir Computing paradigm, enabled… read more here.
Keywords: deep echo; local lyapunov; state networks; echo state ... See more keywords
Resting state networks in empirical and simulated dynamic functional connectivity
Sign Up to like & getrecommendations! Published in 2017 at "NeuroImage"
DOI: 10.1016/j.neuroimage.2017.07.065
Abstract: Abstract It is well‐established that patterns of functional connectivity (FC) ‐ measures of correlated activity between pairs of voxels or regions observed in the human brain using neuroimaging ‐ are robustly expressed in spontaneous activity… read more here.
Keywords: state; connectivity; model; state networks ... See more keywords
Functional dedifferentiation of associative resting state networks in older adults – A longitudinal study
Sign Up to like & getrecommendations! Published in 2020 at "NeuroImage"
DOI: 10.1016/j.neuroimage.2020.116680
Abstract: Healthy aging is associated with weaker functional connectivity within resting state brain networks and stronger functional interaction between these networks. This phenomenon has been characterized as reduced functional segregation and has been investigated mainly in… read more here.
Keywords: state; functional segregation; state networks; resting state ... See more keywords
Personality and resting state networks in children: A longitudinal EEG study
Sign Up to like & getrecommendations! Published in 2017 at "Personality and Individual Differences"
DOI: 10.1016/j.paid.2017.03.012
Abstract: Abstract The association of personality with resting state networks has been investigated in the mature brain, but its development has not been investigated, particularly in longitudinal design. Besides, all existing evidence is obtained using functional… read more here.
Keywords: state networks; personality; resting state; personality resting ... See more keywords
Changes in Intranetwork Functional Connectivity of Resting State Networks Between Sessions Under Anesthesia in Neurosurgical Patients.
Sign Up to like & getrecommendations! Published in 2020 at "World neurosurgery"
DOI: 10.1016/j.wneu.2020.10.102
Abstract: BACKGROUND In this study, we evaluated the changes in resting-state networks (RSNs) under anesthesia in neurosurgical patients. METHODS RSNs were analyzed in 12 patients with pituitary adenoma presented by chiasma compression operated via standard transsphenoidal… read more here.
Keywords: neurosurgical patients; anesthesia neurosurgical; connectivity; state networks ... See more keywords
Application of echo state networks for estimating voltage harmonic waveforms in power systems considering a photovoltaic system
Sign Up to like & getrecommendations! Published in 2017 at "Iet Renewable Power Generation"
DOI: 10.1049/iet-rpg.2017.0046
Abstract: An estimator based on echo state networks (ESNs) is presented in this study to estimate voltage harmonic distortion waveforms at non-monitored sensitive loads using current and voltage at a monitored location. Since distributed generations such… read more here.
Keywords: voltage; voltage harmonic; power; state networks ... See more keywords
Detection of Generalized Synchronization using Echo State Networks
Sign Up to like & getrecommendations! Published in 2018 at "Chaos"
DOI: 10.1063/1.5010285
Abstract: Generalized synchronization between coupled dynamical systems is a phenomenon of relevance in applications that range from secure communications to physiological modelling. Here, we test the capabilities of reservoir computing and, in particular, echo state networks… read more here.
Keywords: state; detection; state networks; generalized synchronization ... See more keywords