Pickering Emulsion-Driven MXene/Silk Fibroin Hydrogels with Programmable Functional Networks for EMI Shielding and Solar Evaporation by Guang Yin, Jing Wu, Chengzhang Qi, Xinfeng Zhou, Zhong-Zhen Yu, Hao-Bin Zhang

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Deciphering Default Mode Network Dynamics in Alcohol Use Disorder Through Directed Transfer Function Analysis of EEG by Komal Masroor, Danish M. Khan, Hashim Raza Khan, Norashikin Yahya, Kamran Arshad, Khaled Assaleh

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Data driven fuel consumption prediction model for green aviation using radial basis function neural network by Yuandi Zhao, Zhongyi Wang, Xiaohui Wang, Ye Song, Yuzhe Han

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Robust Almost Periodic Dynamics for Interval Neural Networks with Mixed Time-Varying Delays and Discontinuous Activation Functions by Huaiqin Wu, Sanbo Ding, Xueqing Guo, Lingling Wang, Luying Zhang

“…The robust almost periodic dynamical behavior is investigated for interval neural networks with mixed time-varying delays and discontinuous activation functions. …”
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A gene‐centered C. elegans protein–DNA interaction network provides a framework for functional predictions by Juan I Fuxman Bass, Carles Pons, Lucie Kozlowski, John S Reece‐Hoyes, Shaleen Shrestha, Amy D Holdorf, Akihiro Mori, Chad L Myers, Albertha JM Walhout

“…We used this network as a backbone to predict TF binding sites for 77 TFs, two‐thirds of which are novel, as well as integrate gene expression, protein–protein interaction, and phenotypic data to predict regulatory and biological functions for multiple genes and TFs.…”
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Correction: Clinical efficacy of non-pharmacological treatment of functional constipation: a systematic review and network meta-analysis by Shufa Tan, Chengtao Peng, Xin Lin, Chuanyue Peng, Yunyi Yang, Shuang Liu, Ling Huang, Yuhong Bian, Yuwei Li, Chen Xu

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A Multisource Dynamic Fusion Network for Urban Functional Zone Identification on Remote Sensing, POI, and Building Footprint by Hangfeng Qiao, Huiping Jiang, Gang Yang, Faming Jing, Weiwei Sun, Chenyang Lu, Xiangchao Meng

“…Urban functional zones (UFZ) identification with remote sensing imagery (RSI) is attracting increasing attention in urban planning and resource allocation in urban areas, etc. …”
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Overlapping structural and functional connectivity disruptions in clinical high-risk for psychosis participants: A network analysis study by Angus Paton, Tineke Grent- ’t-Jong, Ruchika Gajwani, Joachim Gross, Andrew I. Gumley, Stephen M. Lawrie, Matthias Schwannauer, Frauke Schultze-Lutter, Peter J. Uhlhaas

“…Schizophrenia involves aberrant connectivity of anatomical and functional networks. However, it is currently unclear whether such disruptions are present in clinical high-risk for psychosis (CHR-P) participants and whether there may be an overlap between structural and functional connectivity alterations.We obtained diffusion magnetic resonance imaging (dMRI) and resting-state, magnetic resonance imaging (rsfMRI) data from N = 110 CHR-P participants and N = 49 healthy controls (HC). …”
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Multi-Fidelity Surrogate Modeling via Hierarchical Kriging With Infinite-Width Bayesian Neural Network Correlation Function by Youwei He, Jiangshuo Cui

“…To mitigate the curse of dimensionality of HK for high-dimensional problems, an infinite-width Bayesian neural network correlation function is developed and incorporated to the HK model. …”
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Default mode network static-dynamic functional signatures in first-episode drug-naive major depressive disorder by Xiaoyun Liu, Kaimo Ding, Fan Li, Xiaotong Zhang, Zhenghua Hou, Yingying Yin, Youyong Kong, Yonggui Yuan

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MRI-based analysis of the microstructure of the thalamus and hypothalamus and functional connectivity between cortical networks in episodic cluster headache by Chiara Abagnale, Antonio Di Renzo, Giada Giuliani, Gabriele Sebastianelli, Francesco Casillo, Lucia Ziccardi, Vincenzo Parisi, Cherubino Di Lorenzo, Mariano Serrao, Francesca Caramia, Vittorio Di Piero, Gianluca Coppola

“…We investigated differences in resting-state functional connectivity (FC) between brain networks and its relationship with the microstructure of the hypothalamus and thalamus in patients with episodic CH outside attacks and healthy controls (HCs). …”
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Graph theory-based analysis of functional connectivity changes in brain networks underlying cognitive fatigue: An EEG study. by Yabing Lou, Rui Pi, Ruifeng Sun, Jilin Wu, Wei Wang, Ziman Zhu, Tengteng Dai, Weijun Gong

“…<h4>Objective</h4>This investigation was designed to analyze alterations in functional connectivity across brain networks associated with cognitive fatigue through electroencephalogram (EEG) data analysis. …”
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Aging disrupts the link between network centrality and functional properties of prefrontal neurons during memory-guided behavior by Yadollah Ranjbar-Slamloo, Huee Ru Chong, Tsukasa Kamigaki

“…These findings reveal the significant aging impact on the network properties in parallel with the functional and spatial organization of the mPFC.…”
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TDCS Modulates Brain Functional Networks in Children with Autism Spectrum Disorder: A Resting-State EEG Study by Jiannan Kang, Wenqin Mao, Juanmei Wu, Xinling Geng, Xiaoli Li

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Neural Correlates of Flight Acceleration in Pigeons: Gamma-Band Activity and Local Functional Network Dynamics in the AId Region by Suchen Li, Zhuo Tang, Mengmeng Li, Lifang Yang, Zhigang Shang

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Adaptive sliding mode fault-tolerant control of UAV systems based on radial basis function neural networks by Dehua Zhang, Lei Meng, Yao Hao, Ruixue Xia

“…To improve system resilience and achieve swift recovery without depending on fault detection, a passive Fault-Tolerant Control (FTC) approach is developed, combining Sliding Mode Control (SMC) with Radial Basis Function (RBF) neural networks. The RBF network, utilizing its robust approximation abilities, is applied to dynamically estimate system uncertainties, thereby alleviating the chattering issue typical of traditional SMC and minimizing its negative effects on system reliability and operation. …”
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New LMI-Based Conditions on Neural Networks of Neutral Type with Discrete Interval Delays and General Activation Functions by Guoquan Liu, Shumin Zhou, He Huang

“…The stability analysis of global asymptotic stability of neural networks of neutral type with both discrete interval delays and general activation functions is discussed. …”
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Improving the functionality of wireless sensor networks through the use of reinforcement learning and metaheuristic based energy efficient system by Shiwei Zhang, Xinghan Liu

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Network-based elucidation of human disease similarities reveals common functional modules enriched for pluripotent drug targets. by Silpa Suthram, Joel T Dudley, Annie P Chiang, Rong Chen, Trevor J Hastie, Atul J Butte

“…We present the first quantitative framework to compare and contrast diseases by an integrated analysis of disease-related mRNA expression data and the human protein interaction network. We identified 4,620 functional modules in the human protein network and provided a quantitative metric to record their responses in 54 diseases leading to 138 significant similarities between diseases. …”
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Graph theory-based analysis of functional connectivity changes in brain networks underlying cognitive fatigue: An EEG study by Yabing Lou, Rui Pi, Ruifeng Sun, Jilin Wu, Wei Wang, Ziman Zhu, Tengteng Dai, Weijun Gong

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