A Generalized Center-Aligned High-Resolution Pulse Width Modulator Implementation Using an Output Serializer in Field Programmable Gate Arrays by Yixiao Wu, Zhong Wu

“…However, existing FPGA-based HRPWM designs primarily focus on achieving fine timing resolution and are not fully optimized for multichannel CA-HRPWM implementations. …”
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Experimental benchmarking of quantum state overlap estimation strategies with photonic systems by Hao Zhan, Ben Wang, Minghao Mi, Jie Xie, Liang Xu, Aonan Zhang, Lijian Zhang

“…We encode the quantum states on the polarization and path degrees of freedom of single photons. …”
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A Feature Engineering Framework for Smart Meter Group Failure Rate Prediction by Yihong Li, Xia Xiao, Zhengbo Zhang, Wenao Liu

“…Then, an evolutionary multi-objective feature selection algorithm combining NSGA-II, Jaccard similarity, and XGBoost is developed, where feature subsets are encoded as binary individuals optimized for three objectives: MSE, 1 − R², and the number of features. …”
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Reinforced liquid state machines—new training strategies for spiking neural networks based on reinforcements by Dominik Krenzer, Martin Bogdan, Martin Bogdan, Martin Bogdan

“…Experimental results demonstrate that both feedback mechanisms significantly outperform the baseline unsupervised approach, achieving superior accuracy and adaptability in response to dynamic input patterns.DiscussionThis comparative analysis highlights the potential of feedback integration in deepened Liquid State Machines, offering insights into optimizing spiking neural networks through reinforcement-driven architectures.…”
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Genomic characterization of the 2019 novel human-pathogenic coronavirus isolated from a patient with atypical pneumonia after visiting Wuhan by Jasper Fuk-Woo Chan, Kin-Hang Kok, Zheng Zhu, Hin Chu, Kelvin Kai-Wang To, Shuofeng Yuan, Kwok-Yung Yuen

“…Remarkably, its orf3b encodes a completely novel short protein. Furthermore, its new orf8 likely encodes a secreted protein with an alpha-helix, following with a beta-sheet(s) containing six strands. …”
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Data augmentation for numerical data from manufacturing processes: an overview of techniques and assessment of when which techniques work by Henry Ekwaro-Osire, Sai Lalitha Ponugupati, Abdullah Al Noman, Dennis Bode, Klaus-Dieter Thoben

“…This paper empirically compares three data augmentation techniques—generative adversarial networks, variational auto-encoders mixed with long-short-term memory, and warping—on four manufacturing datasets. …”
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Effects of noise and metabolic cost on cortical task representations by Jake Patrick Stroud, Michal Wojcik, Kristopher Torp Jensen, Makoto Kusunoki, Mikiko Kadohisa, Mark J Buckley, John Duncan, Mark G Stokes, Mate Lengyel

“…Cognitive flexibility requires both the encoding of task-relevant and the ignoring of task-irrelevant stimuli. …”
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Short Blocklength Nonbinary Raptor-Like LDPC Coding Systems Design and Simulation by Jakub Hyla, Wojciech Sulek

“…We provide a procedure for constructing short NB QC-RL-LDPC codes with low encoding complexity and optimized graph structures. …”
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A Secure IIoT Environment That Integrates AI-Driven Real-Time Short-Term Active and Reactive Load Forecasting with Anomaly Detection: A Real-World Application by Md. Ibne Joha, Md Minhazur Rahman, Md Shahriar Nazim, Yeong Min Jang

“…The Industrial Internet of Things (IIoT) revolutionizes both industrial and residential operations by integrating AI (artificial intelligence)-driven analytics with real-time monitoring, optimizing energy usage, and significantly enhancing energy efficiency. …”
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Tourism Sentiment Chain Representation Model and Construction from Tourist Reviews by Bosen Li, Rui Li, Junhao Wang, Aihong Song

“…Leveraging multidimensional attribute perceptions derived from tourist reviews, this study proposes a Spatial–Semantic Integrated Model for Tourist Attraction Representation (SSIM-TAR), which holistically encodes the composite attributes and multifaceted evaluations of attractions. …”
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ADEPNET: A Dynamic-Precision Efficient Posit Multiplier for Neural Networks by Aditya Anirudh Jonnalagadda, Uppugunduru Anil Kumar, Rishi Thotli, Satvik Sardesai, Sreehari Veeramachaneni, Syed Ershad Ahmed

“…Compared to existing literature, these optimizations have contributed to a 23% decrease in power dissipation in the mantissa multiplication stage. …”
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Identifying new targets for improving terpenoid biosynthesis in Yarrowia lipolytica through random genomic cytosine base editing by Zhenxia Li, Bo Liu, Rongtao Lv, Zhe Sun, QingYan Li, XueLi Zhang

“…Whole-genome sequencing revealed a G1637A substitution in YALI1_B16239g, which encodes a membrane protein showing homology to sterol biosynthesis regulator MGA2. …”
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Disentangling Reasoning Factors for Natural Language Inference by Xixi Zhou, Limin Zeng, Ziping Zhao, Jiajun Bu, Wenjie Liang, Haishuai Wang

“…Meanwhile, we employ mutual information estimation when optimizing Variational AutoEncoders (VAE)-disentangled reasoning factors further. …”
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Enhanced triacylglycerol metabolism contributes to the efficient biosynthesis of spinosad in Saccharopolyspora spinosa by Li Cao, Yangchun Liu, Lin Sun, Zirong Zhu, Danlu Yang, Ziyuan Xia, Duo Jin, Zirui Dai, Jie Rang, Liqiu Xia

“…The impact of exogenous TAG on the metabolic network of Saccharopolyspora spinosa were deeply analyzed through comparative proteomics. To optimize TAG metabolism and enhance spinosad biosynthesis, the lipase-encoding genes lip886 and lip385 were overexpressed or co-expressed. …”
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Hierarchical Vehicle Scheduling Research on Tide Bicycle-Sharing Traffic of Autonomous Transportation Systems by Mai Hao, Ming Cai, Minghui Fang, Shuxin Jin

“…It minimizes operating costs and maximizes user satisfaction to dynamically optimize scheduling routes and required vehicles within each layered zone. …”
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Metabolic engineering of Komagataella phaffii for enhanced 3-hydroxypropionic acid (3-HP) production from methanol by Sílvia Àvila-Cabré, Joan Albiol, Pau Ferrer

“…Co-expression of the PseFDH(V9) encoding gene in these strains failed to compensate for the loss of the native FDH. …”
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APPLYING TRANSFORMER ARCHITECTURE TO ENHANCE ATTACK DETECTION PERFORMANCE IN INTRUSION DETECTION SYSTEMS by Vu Thi Phuong*, Hoang Thi Hong Ha, Dinh Gia Truong, Tran Thi Yen

“…The Transformer demonstrates superior performance and strong potential for real-time cybersecurity applications compared to previous studies. Future research directions include enhancing the model’s interpretability, optimizing its deployment in resource-constrained environments, and extending its capability to detect zero-day attacks.…”
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Talent Supply and Demand Matching Based on Prompt Learning and the Pre-Trained Language Model by Kunping Li, Jianhua Liu, Cunbo Zhuang

“…In a series of comparative experiments, we validated the effectiveness of the proposed model. …”
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A Novel Framework for Enhancing Decision-Making in Autonomous Cyber Defense Through Graph Embedding by Zhen Wang, Yongjie Wang, Xinli Xiong, Qiankun Ren, Jun Huang

“…In experiments, our decision-making method based on graph embedding is compared and analyzed with traditional perception methods. …”
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Fractional hitting sets for efficient multiset sketching by Timothé Rouzé, Igor Martayan, Camille Marchet, Antoine Limasset

“…In theory and practice, we demonstrate the feasibility of achieving such coverage with simple but highly efficient schemes. By encoding the covered k-mers as super-k-mers, we provide a space-efficient exact representation that also enables optimized comparisons. …”
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