A Contrastive-Augmented Memory Network for Anti-UAV Tracking in TIR Videos by Ziming Wang, Yuxin Hu, Jianwei Yang, Guangyao Zhou, Fangjian Liu, Yuhan Liu

“…To alleviate these challenges, a novel contrastive-augmented memory network (CAMTracker) is proposed for anti-UAV tracking tasks in thermal infrared (TIR) videos. …”
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Proposal for the Utilization of Multilevel Solar Inverters for the Electrical Network Conditioning of a Hospital by Rerhrhaye Badr, Rerhrhaye Fathallah, El Akkary Ahmed, Lahlouh Ilyas, Ennaciri Yassine, Sefiani Nacer, Khouili Driss, El Martaoui Chaymae

“…This study investigates the implementation of solar inverters for hospital network conditioning, enabling reactive power compensation and active filtering in addition to their primary function of injecting active power. …”
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Mandarin speech reconstruction from surface electromyography based on generative adversarial networks by Fengji Li, Fei Shen, Ding Ma, Jie Zhou, Li Wang, Fan Fan, Tao Liu, Xiaohong Chen, Tomoki Toda, Haijun Niu

“…A speech reconstruction model for Mandarin speech, based on multi-scale feature extraction from EMG and a generative adversarial network (GAN), was developed. Both subjective and objective evaluations were conducted to assess the speech reconstruction performance of the model. …”
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Dynamic Analysis and FPGA Implementation of Fractional-Order Hopfield Networks with Memristive Synapse by Andrés Anzo-Hernández, Ernesto Zambrano-Serrano, Miguel Angel Platas-Garza, Christos Volos

“…Memristors have become important components in artificial synapses due to their ability to emulate the information transmission and memory functions of biological synapses. Unlike their biological counterparts, which adjust synaptic weights, memristor-based artificial synapses operate by altering conductance or resistance, making them useful for enhancing the processing capacity and storage capabilities of neural networks. …”
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An Omni-Dimensional Dynamic Convolutional Network for Single-Image Super-Resolution Tasks by Xi Chen, Ziang Wu, Weiping Zhang, Tingting Bi, Chunwei Tian

“…Additionally, we employ an improved residual network structure combined with a refined Charbonnier loss function to alleviate gradient vanishing and exploding to enhance the robustness of model training. …”
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TSMAL: Target-Shadow Mask Assistance Learning Network for SAR Target Recognition by Shuai Guo, Ting Chen, Penghui Wang, Junkun Yan, Hongwei Liu

“…In order to effectively utilize the target information and shadow information in SAR images, we propose a novel target-shadow mask assistance learning (TSMAL) network for SAR target recognition. It systematically leverages domain knowledge in SAR images through three key points: data preprocessing, network structure, and multitask loss function. …”
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Exploring Soil Hydro-Physical Improvements Under No-Tillage: A Sustainable Approach for Soil Health by Gabriel-Dumitru Mihu, Tudor George Aostăcioaei, Cosmin Ghelbere, Anca-Elena Calistru, Denis Constantin Țopa, Gerard Jităreanu

“…However, its long-term effects on soil pore networks and hydro-physical functions remain underexplored. …”
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Group Authentication Key Agreement Protocol Based on Certificateless Cryptography in UAV Network by Yuecheng WANG, Youwen ZHU, Zhiqiang ZHANG

“…In the negotiation stage, the session key negotiation is conducted. The central node with high computing power in the group functions as the hub node, undertaking most computing and communication tasks. …”
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Development of Underwater Monitoring Wireless Sensor Network to Support Coral Reef Observation by Tsuyoshi Suzuki, Kazuki Kato, Emi Makihara, Takafumi Kobayashi, Hitoshi Kono, Kei Sawai, Kuniaki Kawabata, Fumiaki Takemura, Naoko Isomura, Hideyuki Yamashiro

“…Moreover, a browsing system of gathered information by the sensor network is described. Finally, we discuss the experimental results and the required functions of the sensor node for the future research.…”
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PPARG Drives Molecular Networks as an Inhibitor for the Pathologic Development and Progression of Lung Adenocarcinoma by Min Zhao, Xiaoyang Li, Yunxiang Zhang, Hongming Zhu, Zhaoqing Han, Yan Kang

“…Finally, a protein-protein interaction (PPI) network was established to reveal the functional connection between PPARG and its driven molecules. …”
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Anxiety, depressive and insomnia symptoms among patients with depression: a network perspective by Xue Luo, Leqin Fang, Shixu Du, Shufei Zeng, Shuqiong Zheng, Bin Zhang

“…Results Network analysis revealed that the central symptom value was ISI5 (“Interfere with your daily functioning”) in the baseline networks and ISI4 (“Worried/distressed”) in the follow-up networks, the symptom with the bridge symptom value in both networks was PHQ9-3 (“Sleep”). …”
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Analytical method for analyzing message transmission processes in FDDI networks for digital substations by A. S. Leontyev, D. V. Zhmatov

“…We conducted a functional analysis of the FDDI networks on two fiber-optic rings which form the main and redundant path of data transfer between the network nodes, significantly increasing network resiliency. …”
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GRAPH MODELS OF THE DYNAMICS OF NETWORK ATTACKS IN AUTOMATED SYSTEMS OF INTERNAL AFFAIRS BODIES by E. S. Ovchinnikova

“…Conclusion. The conducted research results can be used to develop simulation models of typical network attacks on a confidential information resource to obtain probabilistic-temporal characteristics in the form of the execution times of each attack of malicious functions for a quantitative risk  assessment of their implementation. …”
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Discourseology of Linguistic Consciousness: Neural Network Modeling of some Structural and Semantic Relationships by Віталій Шимко

“…The ranking of discourses was provided based on the criterion of their semantic-syntactic autonomy. Results. The conducted neural network modeling revealed a high accuracy in predicting the work of the linguistic consciousness functions associated with retrospective self-assessment and anticipatory imagination of the respondents. …”
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Overlaps of fMRI activation patterns of the anxiety-emotional and the vestibular-sensory networks by M. Lotze, K. Klepzig, T. Stephan, M. Domin, T. Brandt, M. Dieterich

“…Clinical and meta-analytic imaging data suggest a considerable overlap between vestibular-sensory and anxiety-emotional processing networks. We therefore examined functional MRI activation using galvanic vestibular stimulation (GVS) and a fear conditioning paradigm in the same 28 healthy individuals. …”
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Implementation of the internet of things network for monitoring audio information on a microprocessor and controller by V. A. Vishniakou, B. H. Shaya

“…The algorithm is implemented in the IoT network, which includes a microphone, Raspberry MP, Arduino controller, software, applications for the operator.A prototype of the IoT network was created for the analysis of voice information and experiments were conducted to test its functioning. …”
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Transcriptome profiling and co-expression network analysis of 96 Haematococcus pluvialis samples by Bin Hu, Kai Liu, Feichao Du, Hailiang Xing, Xiaoyuan Su, Tao Hu, Feng Chen, Yujie Qin, Zhaozhen Dong, Xue Sun, Liuquan Zhang, Jagroop Pandhal, Nianjun Xu, Chaoyang Hu

“…Additionally, the re-annotation process provided functional descriptions for 8,598 previously uncharacterized genes. …”
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Neuron‐Inspired Biomolecular Memcapacitors Formed Using Droplet Interface Bilayer Networks by Braydon Segars, Kyle Rosenberg, Sarita Shrestha, Joshua J. Maraj, Stephen A. Sarles, Eric Freeman

“…In these serial membrane networks, it is possible to create distributions of voltage‐sensitive gates capable of trapping ionic charge. …”
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Simulation Modelling of Multiservice Switched Networks Carrying Unicast and Multicast Traffic with Priorities by Nowak Błażej, Zwierzykowski Piotr

“…In the study, we considered the two most optimal placement of the switching elements performing the functions of multicast traffic splitting in a 3-stages Clos switching network. …”
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Brain Network Organization in Focal Epilepsy: A Systematic Review and Meta-Analysis. by Eric van Diessen, Willemiek J E M Zweiphenning, Floor E Jansen, Cornelis J Stam, Kees P J Braun, Willem M Otte

“…Normal brain functioning is presumed to depend upon interacting regions within large-scale neuronal networks. …”
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