Potential candidates from a functional food Zanthoxyli Pericarpium (Sichuan pepper) for the management of hyperuricemia: high-through virtual screening, network pharmacology and dynamics simulations by Meilin Chen, Xiaomei Chen, Qinghong Chen, Chenyang Chu, Shuxuan Yang, Chuanghai Wu, Yanting You, Andrew Hung, Angela Wei Hong Yang, Xiaomin Sun, Lin Zhou, Xiaoshan Zhao, Xiaoshan Zhao, Hong Li, Hong Li, Yanyan Liu, Yanyan Liu

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Sub-milliwatt threshold power and tunable-bias all-optical nonlinear activation function using vanadium dioxide for wavelength-division multiplexing photonic neural networks by Jorge Parra, Juan Navarro-Arenas, Pablo Sanchis

“…Wavelength-division multiplexing (WDM) photonic neural networks offer a high-bandwidth, low-latency alternative but require effective photonic activation functions. …”
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Effects of benzoxazine resin on property enhancement of shape memory epoxy: A dual function of benzoxazine resin as a curing agent and a stable network segment by T. Tanpitaksit, C. Jubsilp, S. Rimdusit

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A hybrid spatiotemporal deep belief network and sparse representation-based framework reveals multilevel core functional components in decoding multitask fMRI signals by Limei Song, Yudan Ren, Shuhan Xu, Yuqing Hou, Xiaowei He

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Comparative effectiveness of physical activity interventions on cognitive functions in children and adolescents with Neurodevelopmental Disorders: a systematic review and network meta-analysis of randomized controlled trials by Ruiyuan Tao, Yijian Yang, Mark Wilson, Jeremy R. Chang, Chang Liu, Cindy H. P. Sit

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Initial evidence for neural correlates following a therapeutic intervention: altered resting state functional connectivity in the default mode network following attention training technique by Torben Müller, Svenja Krug, Özlem Kayali, Erik Leichter, Niklas Jahn, Lotta Winter, Tillmann H. C. Krüger, Tillmann H. C. Krüger, Tillmann H. C. Krüger, Kai G. Kahl, Christopher Sinke, Christopher Sinke, Ivo Heitland

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Improved brain functional network in major depressive disorder with suicidal ideation after individual target-transcranial magnetic stimulation treatment: a graph-theory analysis by Yao Zhang, Nan Mu, Shun Qi, Chuanzhu Sun, Yang Rao, Xinyi Yang, Jianying Guo, Yunfeng Mu

“…Patients after IT-TMS treatment had significant reduction in suicidal ideation and depressive symptom. The functional network of all three groups conformed to small-world topology. …”
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Omija (Schisandra chinensis) extract and soybean mixture to enhance memory function through the gut-brain axis: network pharmacology and in vivo validation of multi-target mechanisms by Yu Yue, Hye Jeong Yang, Myung-Sunny Kim, Ting Zhang, Chen Li, Min Jung Kim, Dai-Ja Jang, Sunmin Park

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Retracted: Mathematical Model Construction of Teaching Evaluation in Colleges and Universities Based on Convolutional Neural Network under the Background of Big Data by Journal of Function Spaces

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Functional connectivity abnormalities in clinical variants of progressive supranuclear palsy by Irene Sintini, Farwa Ali, Yehkyoung Stephens, Heather M. Clark, Julie A. Stierwalt, Mary M. Machulda, Ryota Satoh, Keith A. Josephs, Jennifer L. Whitwell

“…We sought to determine whether disruptions in functional connectivity within this PSP network measured using resting-state functional MRI (rs-fMRI) differed between PSP-Richardson’s syndrome (PSP-RS) and the cortical and subcortical clinical variants of PSP. …”
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Efficiency-optimized 6G: A virtual network resource orchestration strategy by enhanced particle swarm optimization by Sai Zou, Junrui Wu, Haisheng Yu, Wenyong Wang, Lisheng Huang, Wei Ni, Yan Liu

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Current implications of EEG and fNIRS as functional neuroimaging techniques for motor recovery after stroke by Sun Xiaolong, Dai Chunqiu, Wu Xiangbo, Han Tao, Li Qiaozhen, Lu Yixing, Liu Xinyu, Yuan Hua

“…Current evidence suggests a correlation between qEEG parameters and functional motor outcomes in stroke recovery. However, accurately identifying the source activity poses a challenge, prompting the integration of EEG with other neuroimaging modalities, such as functional near-infrared spectroscopy (fNIRS). fNIRS is nowadays widely employed to investigate brain function, revealing disruptions in the functional motor network induced by stroke. …”
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Machine learning of whole-brain resting-state fMRI signatures for individualized grading of frontal gliomas by Yue Hu, Xin Cao, Hongyi Chen, Daoying Geng, Kun Lv

“…We developed a noninvasive machine learning model leveraging whole-brain resting-state functional magnetic resonance imaging (rs-fMRI) biomarkers to discriminate high-grade (HGGs) and low-grade gliomas (LGGs) in the frontal lobe. …”
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Dynamic functional connectivity associated with prospective memory success in children by Teruo Hashimoto, Susumu Yokota, Satoshi Umeda, Ryuta Kawashima

“…Temporal variabilities in their resting-state functional connectivity were analyzed, using sliding windows with seed regions of interest ROIs of the PM network. …”
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Identification and functional characterization of glycosyltransferase-related biomarkers for tuberculosis diagnosis by Yibiao Zhang, Xiaoyun Ye, Jiancong Xu, Jixiao He, Xiaobing Lu

“…We also conducted single-gene enrichment analysis to explore the biological functions and pathway activities linked to the characteristic genes. …”
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Mapping serotonergic dynamics using drug-modulated molecular connectivity in rats by Tudor M Ionescu, Mario Amend, Rakibul Hafiz, Andreas Maurer, Bharat Biswal, Hans F Wehrl, Kristina Herfert

“…Our results revealed clear changes in molecular connectivity after a single dose of MDMA, establishing a direct link between the effects of drugs on serotonin transporter occupancy and changes in the functional brain network. This work offers a novel methodology for the in-depth study of brain function at the molecular level and opens new pathways for understanding how drugs modulate brain activity.…”
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Balancing functions of regulatory T cells in mosquito-borne viral infections by Sotheary Sann, Markus Kleinewietfeld, Tineke Cantaert

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All-fiber three-wavelength laser for functional photoacoustic microscopy by Mingxuan Yang, Zheng Qu, Mohammadreza Amjadian, Xu Tang, Jiangbo Chen, Lidai Wang

“…To address this challenge, we develop an all-fiber three-wavelength SRS laser source for functional OR-PAM. A pump laser beam is launched into an optical fiber network, which splits and delays these laser pulses and generates different optical wavelengths in different fiber branches, and then merges them at the output end of the fiber network. …”
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Functional and microstructural neurosubstrates between apathy and depressive symptoms in dementia by Sheng-Min Huang, Yen-Hsuan Hsu, Jir-Jei Yang, Chien-Yuan Lin, Min-Chien Tu, Li-Wei Kuo

“…Comparing low-AES and high-AES groups, fALFF indicated pervasive changes mainly within the default mode network (DMN) and frontoparietal network (FPN). Comparing low-BDI and high-BDI groups, fALFF reflected changes within the DMN, FPN, and salience network (SAN). …”
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Hypothalamic Regulation of Cardiorespiratory Functions: Insights into the Dorsomedial and Perifornical Pathways by Laura Carrillo-Franco, Marta González-García, Carmen Morales-Luque, Marc Stefan Dawid-Milner, Manuel Víctor López-González

“…The DMH and the PeF do not function in an isolated manner; rather, they are components of a comprehensive hypothalamic network that integrates several autonomic responses. …”
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