Combining Transcriptome Analysis and Comparative Genomics to Identify Key Components of the Lignin Biosynthesis Gene Network in <i>Sorghum bicolor</i> by Hao Niu, Yanbo Wang, Ruizhen Liu, Xiaoqiang Cheng, Yao Wang, Yubin Wang, Xin Lv, Fangfang Fan, Lan Ju, Jianqiang Chu, Haisheng Yan, Hongru Wang, Hetan Chang, Yancong Zhang, Yongfu Tao, Junai Ping

“…Overall, our findings uncover the lignin biosynthesis gene network in sorghum and offer potential targets for future functional studies and trait manipulation.…”
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Resting-State Brain Network Characteristics Related to Mild Cognitive Impairment: A Preliminary fNIRS Proof-of-Concept Study by Guohui Yang, Chenyu Fan, Haozheng Li, Yu Tong, Shuang Lin, Yashuo Feng, Fengzhi Liu, Chunrong Bao, Hongyu Xie, Yi Wu

Subjects: “…functional near-infrared spectroscopy…”
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Nonlinear forecasting of stream flows using a chaotic approach and artificial neural networks by Hakan Tongal

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Monitoring and investigation to control the brain network disease under immunotherapy by using fractional operator by Muhammad Farman, Ammara Talib, Khadija Jamil, Kottakkaran Sooppy Nisar, Aceng Sambas, Mustafa Bayram, Mohamed Hafez

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GDnet-IP: Grouped Dropout-Based Convolutional Neural Network for Insect Pest Recognition by Dongcheng Li, Yongqi Xu, Zheming Yuan, Zhijun Dai

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ACGNet: An Alternating Conjugate Gradient Optimization-Based Neural Network for SAR Image Despeckling by Xin Mao, Ying Liu, Chenghao Qiu, Cong Lin

“…To better preserve the texture details of the image, an edge correction function is designed, incorporating edge correction terms and regularization terms into the traditional mean squared error loss function, thereby effectively improving the performance of the denoising results in edge regions. …”
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Greater baseline cortical atrophy in the dorsal attention network predicts faster clinical decline in Posterior Cortical Atrophy by Yuta Katsumi, Ryan Eckbo, Marianne Chapleau, Bonnie Wong, Scott M. McGinnis, Alexandra Touroutoglou, Bradford C. Dickerson, Deepti Putcha

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Service chain mapping algorithm based on reinforcement learning by Liang WEI, Tao HUANG, Jiao ZHANG, Zenan WANG, Jiang LIU, Yunjie LIU

Subjects: “…network function virtualization…”
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Objects Diversity and its Impact on Classification Quality in Dispersed Data Environments by Kwabena Frimpong Marfo, Małgorzata Przybyła-Kasperek

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Bearing thinking of edge computing based on NFV by Yujia LUO, Liang OU, Hong TANG

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Trust evaluation model for distributed home photovoltaic collection scenarios in new power system by Li LI, Xiaolong WANG, Zhixin ZHANG, Rongliang SHI, Xu GUO

Subjects: “…sensor network…”
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MicroNF:a microservice-based hybrid framework for NFV by Chen SUN, Jun BI, Zhilong ZHENG, Shuhe WANG, Hongxin HU

Subjects: “…network function virtualization…”
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Complexity Analysis of Vision Functions for Comparison of Wireless Smart Cameras by Muhammad Imran, Khursheed Khursheed, Naeem Ahmad, Mattias O'Nils, Najeem Lawal, Malik A. Waheed

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Identification of mitochondrial function and programmed cell death associated key biomarkers and the circRNA-miRNA-mRNA regulatory network in systemic lupus erythematosus by Junjie Cao, Aifang Li, Hui Zhou, Yujie Yan, Gaiying Luo

“…The final constructed circRNA-miRNA-mRNA ceRNA regulatory network consists of 2 mRNAs, 5 miRNAs, and 4 circRNAs.ConclusionOur study ultimately identified two biomarkers (IFI27 and LAMP3) related to mitochondrial function and programmed cell death that play an important role in SLE. …”
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Motor imagery decoding network with multisubject dynamic transfer by Zhi Li, Mingai Li, Yufei Yang

“…Abstract Brain computer interface (BCI) provides a promising and intelligent rehabilitation method for motor function, and it is crucial to acquire the patient’s movement intentions accurately through decoding motor imagery EEG (MI-EEG) . …”
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Impact of combined art-based intervention on functional connectivity of multiple brain networks in older adults along the cognitive continuum: result from a parallel randomised controlled trial by Yuan-Jiao Yan, Rong Lin, Yu-Ting Luo, Chen-Shan Huang, Wen-Chao Cai, Jia-Wei Su, Sheng-Mei Lin, Mo-Jun Lin, Hong Li

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A deep neural network for adaptive spatial smoothing of task fMRI data by Zhengshi Yang, Xiaowei Zhuang, Mark J. Lowe, Dietmar Cordes, Dietmar Cordes

Subjects: “…functional MRI…”
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Impact of Permitted Driving Speed on the Design of Urban Street Network in Latvia by Ziedonis Lazda, Juris Smirnovs

“…The existing norms that define road functions and categories for the urban street network in Latvia are evaluated. …”
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Reservoir Stochastic Simulation Based on Octave Convolution and Multistage Generative Adversarial Network by Xuechao Wu, Wenyao Fan, Shijie Peng, Bing Qin, Qing Wang, Mingjie Li, Yang Li

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Performance Assessment of Solar-Transformer-Consumption System Using Neural Network Approach by Ritu Gupta, Ekata, C.M. Batra

Subjects: “…Cost function, Feed forward-back propagation neural network algorithm, Gradient descent optimization method, Reliability…”
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