A Dynamic Offset Reduction Technique to Mitigate the Effect of Threshold Mismatch in Energy Efficient Comparators by Bibhudutta Satapathy, Amandeep Kaur

“…This work proposes an energy-efficient offset reduction technique for dynamic comparators. …”
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Prefix Tuning Using Residual Reparameterization by Youngjun Jung, Hyunsun Hwang, Changki Lee

“…Our approach shows particular effectiveness when combining residual connections with the gate mechanism, outperforming original prefix tuning, especially with longer prefix lengths, while remaining parameter-efficient. We also provide an analysis of gate weight trends during training, offering insights into how the model uses prefix tokens for different prefix lengths.…”
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Introduction by Babak Raji

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Tribological performance of graphene oxide reinforced PEEK nanocomposites with machine learning approach by Yagnik Patel, Unnati Joshi, Prince Jain, Anand Joshi, Sanketsinh Thakor, Swapnil Parikh

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A Flexible Framework for Decentralized Composite Optimization with Compressed Communication by Zhongyi Chang, Zhen Zhang, Shaofu Yang, Jinde Cao

“…One of the key features of the CE-DADMM framework is its flexibility, allowing it to adapt to different communication and computation needs, balancing communication efficiency and computational overhead. …”
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Anti-Persistent Values of the Hurst Exponent Anticipate Mean Reversion in Pairs Trading: The Cryptocurrencies Market as a Case Study by Mar Grande, Florentino Borondo, Juan Carlos Losada, Javier Borondo

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An efficient surface electromyography-based gesture recognition algorithm based on multiscale fusion convolution and channel attention by Bin Jiang, Hao Wu, Qingling Xia, Hanguang Xiao, Bo Peng, Li Wang, Yun Zhao

“…Abstract In the field of rehabilitation, although deep learning have been widely used in multitype gesture recognition via surface electromyography (sEMG), their higher algorithmic complexity often leads to low computationally inefficient, which compromise their practicality. To achieve more efficient multitype recognition, We propose the Residual-Inception-Efficient (RIE) model, which integrates Inception and efficient channel attention (ECA). …”
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Can deep learning technology really recognize Mpox? A positive response from the EfficientNet model by Xiaoqian Zhao, Xiaoqian Zhao, Long Lyu, Li Zhang, Li Zhang

“…The model uses EfficientNet as the backbone network and employs transfer learning techniques to transfer the pre-trained EfficientNet parameters, originally trained on the ImageNet dataset, into this model. …”
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Comparing the Efficiency of Valved Trocar Cannulas for Pars Plana Vitrectomy by Tommaso Rossi, Giorgio Querzoli, Giov Battista Angelini, Camilla Pellizzaro, Veronica Santoro, Giulia Rosari, Mariacristina Parravano, David H. Steel, Mario R. Romano

“…Purpose: To compare the efficiency of different manufacturers’ valved cannulas (23G, 25G and 27G) (Alcon, Bausch & Lomb, BVI, DORC, Optikon) in maintaining intraocular pressure during vitrectomy by measuring leak pressure and the difference between set and actual intraocular pressure, under BSS and air infusion. …”
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A High-Order Hybrid Approach Integrating Neural Networks and Fast Poisson Solvers for Elliptic Interface Problems by Yiming Ren, Shan Zhao

“…The predicted Cartesian derivative jumps can then be integrated in the corrected finite differences. The resulting discrete Laplacian can be efficiently solved by fast Poisson solvers, such as fast Fourier transform (FFT) and geometric multigrid methods, over a rectangular domain with Dirichlet boundary conditions. …”
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Assessing the impacts of digital economy on urban green development efficiency by Guangxue Wan, Lin Yang, Yanwei Hao, Yong Geng

“…We find that digital economy can significantly improve the overall green development efficiency, and the spatial spillover effect is extremely valid under five different static and dynamic spatial weight matrices. …”
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MSME Lending And Bank Efficiency: Comparison Between Indonesia And Malaysia by Dwiyanjana Santyo Nugroho, Tri Susilo Wahyu Aji

“…The findings of the study show that financing for MSMEs affects bank efficiency. There is no difference between bank efficiency in Malaysia and Indonesia, but there is a significant difference between MSME financing in Malaysia and Indonesia. …”
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COMPARATIVE ANALYSIS OF EFFICIENCY OF ACCELEROMYOGRAPHY AND KINEMYOGRAPHY TO MONITOR NEUROMUSCULAR TRANSMISSION by A. L. Lipnitsky, A. V. Marochkov

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Pea variety and dehulling effects on biorefinery efficiency and fraction quality by Busra Gultekin Subasi, Santanu Basu, Roger Andersson, Mehdi Abdollahi

“…Protein extraction efficiency, amino acid, and fatty acid profile did not show significant differences between whole and dehulled samples. …”
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Evaluating Efficiency of Propofol and Dexmedetomidine for Hypotensive Anesthesia in ENT Operations by P. Kamesh Chandra, Dinesh Kumar Patel, Ranjeet Kumar Mohanty, Mohit Kulmi, Ramanpal Singh Makkad

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The efficiency of neoadjuvant chemotherapy in colon cancer with mismatch repair deficiency by Wu Yunlong, Liu Tongtong, Zeng Hua

“…For the advanced tumor subset, there is no significant difference between patients with or without NCT for OS (p = 0.13) and DFS (p = 0.11), although the survival rate of NCT was higher than non‐NCT patients. …”
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Pasteurized waste milk vs. milk replacer at the same crude protein:metabolizable energy ratio with different energy sources (fat vs. lactose) to pre-weaning Holstein calves: Effect... by Shahryar Kargar, Borhan Moradi, Meysam Kanani, Marzia Albenzio, Mariangela Caroprese, Mohammad Javad Zamiri, Ícaro Rainyer Rodrigues de Castro, Marcos Inácio Marcondes

“…Hence, this study aimed to evaluate the effects of feeding pasteurized WM or MR differing in energy source (fat vs. lactose, respectively) with similar CP:ME ratio on intake, growth, feeding behavior, and health of newborn Holstein calves. …”
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Data center energy efficiency case and energy saving operation by Jieliang LOU

“…PUE value is the key indicator of energy efficiency in data center.Through the comparative analysis of refrigeration efficiency,cooling efficiency,energy conversion efficiency and energy transmission efficiency,the reasons for difference in PUE between two data center cases were found.Three measures on the strategy of energy-saving operation of data center were put forward,as to control the number of refrigerators,to reduce the temperature of cooling water and to raise the temperature of chilled water.Some inspirations on energy saving in the construction and operation of the data center were raised.…”
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Efficiency of Endovascular Haemostasis at Delivery in Patients with Previa and Placenta Invasion by T. B. Makukhina, V. A. Khorolsky, S. P. Nikitin, A. Yu. Bukhtoyarov, A. V. Solntseva, M. A. Tabelova, A. S. Sumaneeva

“…In the absence of clinical and histological manifestations of placental invasion, no difference in blood loss was detected between the groups. …”
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Biasing Exploration towards Positive Error for Efficient Reinforcement Learning by Adam Parker, John Sheppard

“… Efficient exploration remains a critical challenge in Reinforcement Learning (RL), significantly affecting sample efficiency. …”
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