Discussion on the Function and Interface Schemes for Interlocking System of Multi-level Railway Network Junction Station by ZHANG Minhui, WU Ruhan, LIU Huaxiang, SONG Rui

“…In order to meet the new demands of multi-network interoperation, it is necessary to conduct in-depth research and propose interlocking functions and interface configuration solutions for junction stations. …”
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Aberrant resting-state functional network centrality and cognitive impairment in unmedicated, euthymic bipolar patients by Hong Li, Qijin Wu, Jiahui Wang, Xiaobin Zhang, Huihui Song, Dong Wang

“…Additionally, we identified intranetwork and internetwork functional connectivity alterations in the default mode network (DMN), fronto-parietal network (FPN), and central executive network (CEN) in euthymic BD patients compared to HC. …”
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Altered Structure-Function Coupling Associated with Attention Decline in Shift Work Disorder by Wu Z, Feng S, Li K, Dong L, Zhang L, Ning Y, Yin D

“…All participants underwent an attentional network test to evaluate their functions. Finally, Pearson’s correlation analysis was conducted to analyze the association between aberrant attentional network function and altered structural and functional connectivity (SC-FC) coupling in patients with SWD.Results: Compared to healthy subjects, decreased alerting and executive functions were found in patients with SWD. …”
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Sinusoidal Neural Networks: Towards ANN that Learns Faster by Tekin Evrim Ozmermer

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The Default Mode Network and Visual Network Functional Connectivity Changes in Noise‐Induced Hearing Loss Patients: A Resting‐State fMRI Study by Wei Lian, Lei Zhang, Aijie Wang, Ranran Huang, Haijun Zhang, Xianghua Bao, GuoweiZ hang

“…Objective To investigate the functional connectivity (FC) of the default mode network (DMN) and visual network (VN) in patients with occupational NIHL using resting‐state functional magnetic resonance imaging (rs‐fMRI). …”
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DMN network and neurocognitive changes associated with dissociative symptoms in major depressive disorder: a research protocol by Asli Ercan Dogan, Herdem Aslan Genc, Herdem Aslan Genc, Sinem Balaç, Sinem Balaç, Sevin Hun Senol, Görkem Ayas, Zafer Dogan, Emre Bora, Emre Bora, Deniz Ceylan, Deniz Ceylan, Deniz Ceylan, Deniz Ceylan, Vedat Şar

“…Neurocognitive performance will be evaluated through a battery of tests assessing memory, attention, executive function, and processing speed. Structural and functional magnetic resonance imaging (MRI) will be conducted on a 3 Tesla scanner, focusing on the connectivity of the Default Mode Network with key regions such as the orbitofrontal cortex, insula, and posterior cingulate cortex. …”
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A malware detection method with function parameters encoding and function dependency modeling by Ronghao Hou, Dongjie Liu, Xiaobo Jin, Jian Weng, Guanggang Geng

“…As computers are widely used in people’s work and daily lives, malware has become an increasing threat to network security. Although researchers have introduced traditional machine learning and deep learning methods to conduct extensive research on functions in malware detection, these methods have largely ignored the analysis of function parameters and functional dependencies. …”
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Brain functional connectivity correlates of autism diagnosis and familial liability in 24-month-olds by John R Pruett Jr., Alexandre A Todorov, Zoë W Hawks, Muhamed Talovic, Tomoyuki Nishino, Steven E Petersen, Savannah Davis, Lyn Stahl, Kelly N Botteron, John N Constantino, Stephen R Dager, Jed T Elison, Annette M Estes, Alan C Evans, Guido Gerig, Jessica B Girault, Heather Hazlett, Leigh MacIntyre, Natasha Marrus, Robert C McKinstry, Juhi Pandey, Robert T Schultz, William D Shannon, Mark D Shen, Abraham Z Snyder, Martin Styner, Jason J Wolff, Lonnie Zwaigenbaum, Joseph Piven, for the IBIS Network

“…Functional connectivity for implicated connections in these networks was consistently lower in HLP and HLN than in LLN (p = 0.0461 and 0.0004). …”
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Study on the relationship between topological characteristics of vegetation ecospatial network and sand fixation function in the Mongolian Plateau

“…The revised wind erosion equation (RWEQ) was then applied to estimate soil wind erosion and evaluate vegetation's sand fixation function for 2020. Correlation analysis was conducted to explore the relationships between VEN topological indicators, vegetation-driven sand fixation, and regional wind erosion. …”
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Quality optimization of liquid silicon lenses based on sequential approximation optimization and radial basis function networks by Hanjui Chang, Shuzhou Lu, Yue Sun, Yuntao Lan

“…Abstract This study introduces an innovative multi-objective optimization method based on sequential approximation optimization (SAO) and radial basis function (RBF) networks to enhance the injection molding process for liquid silicone optical lenses. …”
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Symptom and functional networks of patients with cancer in different latent risk subgroups based on patient-reported outcomes by Xiaojuan Hu, Zhihui Duan, Xiaokun Li, Hongyan Cao, Hui Zhao, Yanbo Zhang

“…We aimed to explore latent risk subgroups and delineate multidimensional networks of symptoms and functions based on PROs in this study. …”
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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

“…The quality of the included studies was evaluated using the Cochrane bias risk tool and Review Manager 5.4, and the evidence was graded using GRADEPro. A network meta-analysis (NMA) was conducted using R Studio, and the surface under the cumulative ranking curve (SUCRA) was used to rank the included drugs for each outcome measure to compare the clinical efficacy of different treatment methods for chronic functional constipation.ResultsA total of 29 RCT studies were included, with a total of 4389 patients with functional constipation who were randomly assigned to receive placebo or one of the nine different non-pharmacological treatment methods. …”
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Investigating the effect of loss functions on single-image GAN performance by Eyyup YİLDİZ, Mehmet Erkan YUKSEL, Selcuk SEVGEN

“…However, exploring the factors that influence the success of GAN models developed for limited data problems is an important area of research. In this study, we conducted a comprehensive investigation into the loss functions commonly used in GAN literature, such as binary cross entropy (BCE), Wasserstein generative adversarial network (WGAN), least squares generative adversarial network (LSGAN), and hinge loss. …”
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Guilingji capsules enhances erectile function by promoting testosterone-dependent angiogenesis in the corpus cavernosum by Xujun Yu, Jingyi Zhang, Suyun Xu, Jing Zhou, Chenglin Zhuang, Junjun Li, Baojun Zhuang

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Unveiling the impact of siren noise exposure on cognitive function and mental health among firefighters by Saeid Yazdanirad, Amir Hossein Khoshakhlagh, Saleh Al Sulaie, JeeWoong Park, Fatemeh Rooshan, Roghayeh Shamsi

“…In doing so, the study focuses on cognitive function among firefighters, using a Bayesian network model for the first time. …”
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Context-dependent PSIICOS: A novel framework for functional connectivity estimation accounting for task-related power leakage by Daria Kleeva, Alexei Ossadtchi

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Adaptive Broadcast Scheme with Fuzzy Logic and Reinforcement Learning Dynamic Membership Functions in Mobile Ad Hoc Networks by Akobir Ismatov, BeomKyu Suh, Jian Kim, YongBeom Park, Ki-Il Kim

“…Traditional fuzzy logic-based schemes that often rely on static fuzzy tables and fixed membership functions are limiting their ability to adapt to evolving network conditions. …”
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Evolutionary Dynamics and Functional Conservation of <i>amh</i> Signaling in Teleost Lineages by Lingqun Zhang, Qingke Zhang, Kai Hu, Wei Lu, Weigang Li, Fengchi Wang, Jie Cheng

“…A weighted gene co-expression network analysis further uncovered strong species-specific functional interactions between <i>amh</i> signaling components and genes of germ-cell development, the meiotic process, etc. …”
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An application of potential function in robot path planning and three optimized formulas for equivalent resistance by Jianwei Dai, Xiaoyu Jiang, Yanpeng Zheng, Xing Zhang, Zhaolin Jiang

“…The study proposed an innovative path planning algorithm based on the potential function of a special case of the cobweb resistor network, addressing the path planning problem in globe environments with obstacles. …”
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Causal Links Between Brain Functional Networks and Endometriosis: A Large-Scale Genetic-Driven Observational Study by Feng S, Wang Y, Liu S, Zhang Y, He L

“…Recent evidence suggests a bidirectional link between endometriosis and brain functional networks, though the causal mechanisms remain unclear. …”
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