Design of a Convolutional Neural Network with Type-2 Fuzzy-Based Pooling for Vehicle Recognition by Cheng-Jian Lin, Bing-Hong Chen, Chun-Hui Lin, Jyun-Yu Jhang

“…The experimental results of this study revealed that the CNN-T2FP achieved average accuracies of 92.14% and 93.34% on two datasets, surpassing the performance of existing pooling techniques. In addition, t-distributed stochastic neighbor embedding plots and feature visualization maps further highlighted the potential of type-2 fuzzy-based pooling to overcome the limitations of conventional pooling methods and enhance the performance of convolutional neural networks in image analysis tasks.…”
Get full text

The application of compressed sensing on tumor mutation burden calculation from overlapped pooling sequencing data by Yue Cui, Yi Qiao, Rongming An, Xuan Pan, Jing Tu

“…Our findings confirm that the SNP calling from ten samples’ pooling sequencing data is feasible. Additionally, we performed an assessment of the reconstruction efficiency of both the BP model and the OMP model.…”
Get full text

Efficient data replay mechanism of sensor stream data based on concurrent buffer pool by Feng Ye, Jun Sun, Zeyin Du, Nadia Nedjah, Wei Liu, Lin Lan

“…The results show that the data replay mechanism has better performance compare to Apache Phoenix and Apache Hive.…”
Get full text

A lightweight vision transformer with weighted global average pooling: implications for IoMT applications by Huiyao Dong, Igor Kotenko, Shimin Dong

“…Our model outperforms conventional CNNs and demonstrates competitive performance compared to the original ViTs, showcasing improvements in both accuracy and computational efficiency. …”
Get full text

An interpretable hybrid graph pooling scheme for system-scale adaptive small-signal stability assessment by Jiyu Huang, Waisheng Zheng, Yiping Chen, Yongzhe Li, Liukai Chen

“…A spectral graph pooling (SGP) module works to generate fixed-dimensional area representations. …”
Get full text

Melt pool dynamics and pore formation in selective laser melting: Mechanisms and microstructural insights by Jiafei Pang, Liming Huang, Hailin Liu, Xin Yi

“…In the conduction mode, smaller protrusions and stable melt pool behavior without collapse are observed, with melt pool depth fluctuations attributed to nonuniform powder distribution. …”
Get full text

Normative face recognition ability test scores vary across online participant pools by B. Popovic, J. D. Dunn, A. Towler, D. White

Get full text

Blockchain-Assisted Dynamic Resource Pool Selection for D2D Roaming Scenarios by Seung-Hoon Park, Tahira Mahboob, Syed Tariq Shah, Mahmoud A. Shawky, Minseok Choi, Min Young Chung

“…Analytical results show that the proposed dynamic resource pool selection scheme improves capacity in the form of decoding performance.…”
Get full text

Reevaluating multi-pool first-order kinetic models for fitting soil incubation data by Shuhao Zhou, Daifeng Xiang, Gangsheng Wang, Liping Zhang, Zehao Lv, Shanshan Qi, Wanyu Li

“…Soil incubation experiments are frequently conducted to investigate soil carbon (C) cycling and its response to environmental changes. Multi-pool first-order models, which apply constant kinetic rate parameters for each pool, are widely used for fitting these datasets due to their simplicity. …”
Get full text

Energy- and Area-Efficient CMOS Neuron and Max Pooling Circuit for RRAM-Based CNN Accelerators by Dowon Kim, Byung-Geun Lee

“…The current-mode max pooling is performed before the current-to-voltage and voltage-to-digital conversions, thus reducing the number of circuits required for the conversions in the conventional CNN accelerators. …”
Get full text

Pooled Analysis of the Efficacy and Safety of Video Capsule Endoscopy in Patients with Implantable Cardiac Devices by Rabih Tabet, Najib Nassani, Boutros Karam, Youssef Shammaa, Philippe Akhrass, Liliane Deeb

Get full text

A pooled analysis of the incidence and mortality risk of atrial fibrillation in patients with COVID-19 by Nan-Nan Shen, Jia-Liang Wang, Xin-Wen Liu, Yong-Ping Fu, Xue-Fang Chen

Get full text

Analysis of the Layout of Passive Safety Systems When the Spent Fuel Pool Is Built in the Containment by Zhenjie Gu, Xiaopan Jia, Jincheng Su

“…The Spent Fuel Pool (SFP) is part of the fuel handling and storage system and is generally arranged in an independent building on the Nuclear Island (NI) of Nuclear Power Plants (NPPs). …”
Get full text

Prediction of GTAW penetration state based on enhanced knowledge of dynamic morphology molten pool by Yuxiang HONG, Xiangzhi XIE, Xingxing HE, Dong DU, Baohua CHANG

“…On this basis, multi-frame molten pool contour image fusion is performed to describe the dynamic deformation of the molten pool during the welding process. …”
Get full text

Atrial Fibrillation Termination Success During Ablation: Insights From Pooled Clinical Studies by Changjian He, Wenchang Zhang, Feng Li, Huaiqiang Wang, Xiongyi Han, Zihan Zhao, Guojie Ye, Tengfei Liu, Da Zhang, Haiyan Liu, Jie Liu, Jingning Zhao, Chunhua Ding

“…Subgroup analysis was performed to identify potential confounders for the effect of AF termination. …”
Get full text

Dietary protein/lipid ratio affects the growth performance and one-carbon metabolism mediated by folate in juvenile razor clam Sinonovacula constricta by Yuxiang Zhu, Kai Liao, Yang Liu, Hailong Huang, Yang Zhang, Hui Ge, Deshui Chen, Bin Ma, Jilin Xu

Get full text

Dual-Filter Cross Attention and Onion Pooling Network for Enhanced Few-Shot Medical Image Segmentation by Lina Ni, Yang Liu, Zekun Zhang, Yongtao Li, Jinquan Zhang

“…Additionally, we design an onion pooling (OP) module that combines eroding mask operations with masked average pooling to generate multiple prototypes, preserving contextual information and mitigating prototype bias. …”
Get full text

Zebra optimization algorithm incorporating opposition-based learning and dynamic elite-pooling strategies and its applications. by Tengfei Ma, Guangda Lu, Zhuanping Qin, Tinghang Guo, Zheng Li, Changli Zhao

“…Furthermore, a dynamic elite-pooling strategy is introduced, incorporating three distinct fitness factors. …”
Get full text

Design and Research of Control Rod Scheme for 10 MW Multifunctional Pool-type Research Reactor by HAN Peng, CHEN Xiaoliang, ZHANG Zhenyang, ZHU Jiachen, JIN Xiao

“…Swimming pool-type reactors have typical advantages such as simple system, high inherent safety, powerful irradiation application function, moderate core size, diverse irradiation channels, and simple operation and maintenance. …”
Get full text

Crack Defect Detection Method for Plunge Pool Corridor Based on the Improved U-Net Network by Chunyao Hou, Zhihui Liu, Fan Xia, Xun Zhou, Yuhang Shui, Yonglong Li

“…The enhanced U-Net model demonstrates outstanding performance on a self-constructed plunge pool corridor crack dataset, achieving an MIoU, F1-score, MPA, and accuracy of 84.44%, 93.05%, 89.75%, and 99.46%, respectively. …”
Get full text