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PRUNING: 作品数：152被引量：223H指数：7; 导出分析报告; 相关领域：自动化与计算机技术更多>>; 相关作者：鄢新民索相敏王献革郝婕李学营更多>>; 相关机构：河北省农林科学院华南理工大学华中师范大学中南大学更多>>; 相关期刊：更多>>; 相关基金：国家自然科学基金国家高技术研究发展计划国家重点基础研究发展计划国家科技支撑计划更多>>

FIREproof:Intricacies of microglial biology: 《Neural Regeneration Research》2026年第2期663-664,共2页Wei Cao; funded by NIH grants HL154720-03S1,AG057587,AG074283,DK122708-03S1,BrightFocus ADR A20183775,and Brown Foundation 2020 Healthy Aging Initiative(to WC).; Microglia are the macrophages that populate the brain parenchyma.Research in the past decades has identified them as both essential guardians of the brain and significant contributors to various neurological diseases....; 关键词：neurological diseases facilitating neurogenesis debris removal central nervous systemincluding NEUROGENESIS MYELINATION synapse pruning brain

SFPBL:Soft Filter Pruning Based on Logistic Growth Differential Equation for Neural Network: 《Computers, Materials & Continua》2025年第3期4913-4930,共18页Can Hu Shanqing Zhang Kewei Tao Gaoming Yang Li Li; supported by the National Natural Science Foundation of China under Grant No.62172132.; The surge of large-scale models in recent years has led to breakthroughs in numerous fields,but it has also introduced higher computational costs and more complex network architectures.These increasingly large and int...; 关键词：Filter pruning channel pruning CNN complexity deep neural networks filtering theory logistic model

Segmented Linear Regression Trees: 《Acta Mathematica Sinica,English Series》2025年第2期498-521,共24页Xiangyu Zheng Songxi Chen; Tree-based models have been widely applied in both academic and industrial settings due to the natural interpretability, good predictive accuracy, and high scalability. In this paper, we focus on improving the single-...; 关键词：Regression trees segmented linear regression split selection tree pruning

Optimizing BERT for Bengali Emotion Classification: Evaluating Knowledge Distillation, Pruning, and Quantization: 《Computer Modeling in Engineering & Sciences》2025年第2期1637-1666,共30页Md Hasibur Rahman Mohammed Arif Uddin Zinnat Fowzia Ria Rashedur M.Rahman; The rapid growth of digital data necessitates advanced natural language processing(NLP)models like BERT(Bidi-rectional Encoder Representations from Transformers),known for its superior performance in text classificati...; 关键词：Bengali NLP black-box distillation emotion classification model compression post-training quantization unstructured pruning

Impact of training methods and biostimulant applications on sweet pepper(Capsicum annuum) yield and nutritional values:Under greenhouse condition: 《Horticultural Plant Journal》2025年第1期290-302,共13页Hawar Sleman Halshoy Sadik Kasim Sadik; Pepper (Capsicum annuum L.) is an important agricultural crop because of the nutritional value of the fruit and its economic importance.Various techniques have been practiced to enhance pepper's productivity and nutri...; 关键词：Bell pepper Pepper pruning Pruning plants Shoot pruning Biostimulators SUSTAINABILITY

Greedy Pruning Algorithm for DETR Architecture Networks Based on Global Optimization: 《Journal of Donghua University(English Edition)》2025年第1期96-105,共10页HUANG Qiubo XU Jingsai ZHANG Yakui WANG Mei CHEN Dehua; Shanghai Municipal Commission of Economy and Information Technology,China(No.202301054)。; End-to-end object detection Transformer(DETR)successfully established the paradigm of the Transformer architecture in the field of object detection.Its end-to-end detection process and the idea of set prediction have ...; 关键词：model pruning object detection Transformer(DETR) Transformer architecture object detection

Channel pruning on frequency response: 《Science China(Information Sciences)》2025年第1期156-167,共12页Hang LIN Yifan PENG Lin BIE Chenggang YAN Xibin ZHAO Yue GAO; supported by National Natural Science Foundation of China(Grant Nos.U20A6003,62076146,62021002,U19A2062,U1911401,6212780016);Industrial Technology Infrastructure Public Service Platform Project,Ministry of Industry and Information Technology of China(Grant No.2022-233-225).; Network pruning has a significant role in reducing network parameters and accelerating the inference time of the network.Some existing methods prune the network based on the frequency of the data,and finally obtain a ...; 关键词：deep learning model compression filter pruning channel pruning frequency response

Detection and Recognition of Spray Code Numbers on Can Surfaces Based on OCR: 《Computers, Materials & Continua》2025年第1期1109-1128,共20页Hailong Wang Junchao Shi; A two-stage algorithm based on deep learning for the detection and recognition of can bottom spray codes and numbers is proposed to address the problems of small character areas and fast production line speeds in can ...; 关键词：Can coding recognition differentiable binarization network scene visual text recognition model pruning and quantification transport model

Microglial EPOR Contribute to Sevofurane‑induced Developmental Fine Motor Defcits Through Synaptic Pruning in Mice: 《Neuroscience Bulletin》2024年第12期1858-1874,共17页Danyi He Xiaotong Shi Lirong Liang Youyi Zhao Sanxing Ma Shuhui Cao Bing Liu Zhenzhen Gao Xiao Zhang Ze Fan Fang Kuang Hui Zhang; supported by grants from the National Natural Science Foundation of China(82101534,82171170,and 82201414);the Natural Science Foundation of Shaanxi Provence(2024JCYBMS659);the Science and Technology Plan in Xi’an of China(23YXYJ0134)。; Clinical researches including the Mayo Anesthesia Safety in Kids (MASK) study have found that children undergoing multiple anesthesia may have a higher risk of fne motor control difculties. However, the underlying mec...; 关键词：Erythropoietin Microglia Synaptic pruning Sevofurane Fine motor defcits

Adaptive Model Compression for Steel Plate Surface Defect Detection:An Expert Knowledge and Working Condition-Based Approach: 《Tsinghua Science and Technology》2024年第6期1851-1871,共21页Maojie Sun Fang Dong Zhaowu Huang Junzhou Luo; supported by the National Key R&D Program of China(No.2018AAA0100500);the National Natural Science Foundation of China(Nos.62232004 and 61632008);the Jiangsu Provincial Key Laboratory of Network and Information Security(No.BM2003201);the Key Laboratory of Computer Network and Information Integration of Ministry of Education of China(No.93K-9);the Collaborative Innovation Center of Novel Software Technology and Industrialization;the Big Data Computing Center of Southeast University in China for providing the experiment environment and computing facility.; The steel plate is one of the main products in steel industries,and its surface quality directly affects the final product performance.How to detect surface defects of steel plates in real time during the production p...; 关键词：steel surface defect detection inference acceleration model compression expert knowledge PRUNING QUANTIZATION

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