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Conformationally adaptive metal-organic cages for dynamic vip encapsulation
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作者 Yujuan Zhou Kecheng Jie 《Chinese Chemical Letters》 2025年第6期4-5,共2页
Dynamic adaptability is a key feature in biological macromolecules,enabling selective binding and catalysis[1].From DNA supercoiling to enzyme conformational changes,biological systems have evolved intricate ways to d... Dynamic adaptability is a key feature in biological macromolecules,enabling selective binding and catalysis[1].From DNA supercoiling to enzyme conformational changes,biological systems have evolved intricate ways to dynamically adjust their structures to accommodate functional needs.Mimicking this adaptability in synthetic systems is an ongoing challenge in supramolecular chemistry. 展开更多
关键词 enzyme conformational changesbiological conformationally adaptive metal organic cages selective binding dna supercoiling dynamic adaptability biological macromoleculesenabling supramolecular chemistry dynamically adjust their structures
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融合双通道卷积和改进型Conformer的两阶段语音增强算法
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作者 徐佳瑜 郑展恒 +1 位作者 曾庆宁 王健 《电子测量技术》 北大核心 2025年第4期149-157,共9页
针对语音关键特征提取不充分、模型结构单一的问题,提出一种两阶段下融合多尺度特征和改进型门控Conformer的语音增强方法。首先,针对关键特征提取不充分的问题,提出双通道卷积融合模块,采用不同感受野的二维卷积多尺度提取语音关键信息... 针对语音关键特征提取不充分、模型结构单一的问题,提出一种两阶段下融合多尺度特征和改进型门控Conformer的语音增强方法。首先,针对关键特征提取不充分的问题,提出双通道卷积融合模块,采用不同感受野的二维卷积多尺度提取语音关键信息,并结合门控机制增强网络的短期与长期序列相关性,从而提升模型在复杂环境下的语音增强效果;提出改进型Conformer,采用时间注意和频率注意分别在时域和频域上进行建模,并结合膨胀卷积模块高效提取局部与全局上下文信息,从而增强网络在语音序列建模中的表现能力。其次,针对模型结构单一的问题,采用两阶段处理结构,将复杂问题分步处理。在第一阶段首先接收噪声频谱的幅值,初步估计出干净语音的幅值,并与噪声相位进行重构,得到粗糙的复频谱。第二阶段在第一阶段得到粗谱的基础上进一步提取更精细的特征,增强语音信号的细节表现能力。最后,在VoiceBank+DEMAND数据集上进行测试,实验结果表明,所提算法相比带噪语音的语音感知质量和短时客观可懂度分别提升50.25%、3.26%,表明该网络能够更有效地提高语音的可懂度,同时改善语音信号的整体质量,具有较强的降噪能力。 展开更多
关键词 深度学习 语音增强 conformER 多尺度特征提取 两阶段
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基于Conformer-LSTM模型的连续无创血压预测方法
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作者 陈欣 刘立程 王小林 《电子测量技术》 北大核心 2025年第15期120-128,共9页
本研究提出了一种基于Conformer-LSTM模型的连续无创血压预测方法,模型包括卷积支路、Transformer支路、两个多尺度交叉注意力模块、自适应空间特征融合模块和两层LSTM。通过该方法,仅通过输入PPG信号即可预测对应的ABP波形,收缩压和舒... 本研究提出了一种基于Conformer-LSTM模型的连续无创血压预测方法,模型包括卷积支路、Transformer支路、两个多尺度交叉注意力模块、自适应空间特征融合模块和两层LSTM。通过该方法,仅通过输入PPG信号即可预测对应的ABP波形,收缩压和舒张压通过预测的ABP波形得出。此外,该方法在较大的数据集中取得较小的预测误差,实验结果表明,本文提出的模型在MIMIC数据集中预测的ABP波形与实际波形的拟合程度较好,SBP和DBP的预测误差分别为(3.68±5.60)mmHg和(2.16±3.72)mmHg,该方法符合美国医疗仪器促进协会(AAMI)标准,并在英国高血压协会(BHS)标准中获得A级评价。 展开更多
关键词 血压预测 多尺度特征融合 conformER PPG信号
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多任务学习型民航陆空通话语音识别Conformer模型
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作者 马广林 任晋 +3 位作者 师一华 张海刚 王莉 杨金锋 《计算机应用与软件》 北大核心 2025年第10期183-190,244,共9页
民航陆空通话在用语发音、遣词造句和通话方式等方面具有显著行业特点,通用语音识别模型无法充分适配上述特点对陆空通话进行声学建模。针对上述问题,提出一种端到端的多任务学习型民航陆空通话语音识别Conformer模型。通过将卷积模块引... 民航陆空通话在用语发音、遣词造句和通话方式等方面具有显著行业特点,通用语音识别模型无法充分适配上述特点对陆空通话进行声学建模。针对上述问题,提出一种端到端的多任务学习型民航陆空通话语音识别Conformer模型。通过将卷积模块引入Transformer模型,Conformer模型在保留上下文长距离依赖关系的全局信息建模能力基础上,进一步增强了局部信息的捕获。同时联合连接时序分类(Connectionist Temporal Classification,CTC)和基于注意力的编码解码模型进行多任务学习以进一步提升其性能。实验结果表明,该方法能有效兼顾全局和局部信息的声学建模,在陆空通话数据集上将字符错误率和句错误率分别降低至1.98%和2.89%。 展开更多
关键词 民航陆空通话 语音识别 多任务学习 conformER 端到端
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结合Conformer与Transducer结构的端到端中文语音识别
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作者 张子枫 许鸿奎 +1 位作者 卢江坤 周俊杰 《计算机与数字工程》 2025年第6期1663-1668,共6页
近年来基于自注意力的Transformer模型凭借其出色的长距离信息捕获能力在语音识别领域应用广泛,然而Transformer不善于获取局部细微信息,且语言建模能力不强,这对识别的准确率造成了影响。针对上述问题,论文开展了基于Conformer和RNN-Tr... 近年来基于自注意力的Transformer模型凭借其出色的长距离信息捕获能力在语音识别领域应用广泛,然而Transformer不善于获取局部细微信息,且语言建模能力不强,这对识别的准确率造成了影响。针对上述问题,论文开展了基于Conformer和RNN-Transducer的端到端中文语音识别系统的研究,通过在Transformer编码器中添加卷积模块构成Conformer编码器,提高对局部细微信息的抓取能力,在自注意力中引入相对正弦位置编码方案,提高模型的泛化能力,用Conformer编码器结合Transducer结构构建出Conformer-Transducer模型,通过联合网络共同建模的方法实现对声学信息和语言学信息的端到端联合优化。在开源中文语音数据集AISHELL1上的实验结果表明,Conformer-Transducer模型的字错误率下降到5.0%,相比于基线模型和其他端到端模型都有较大幅度降低,且模型的识别速度较快,证明了模型的有效性。 展开更多
关键词 语音识别 conformER RNN-Transducer 端到端
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基于并行级联时频Conformer生成对抗网络的语音增强算法
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作者 王泽宇 韩建宁 +1 位作者 郝国栋 杨润 《计算机与现代化》 2025年第3期22-28,37,共8页
生成对抗网络通过对抗训练的机制不断提升网络映射能力,使其具有强大的降噪能力,被广泛应用于语音增强领域。针对现有生成对抗网络语音增强方法存在利用语音特征序列中的时频相关性和全局相关性不充分,去噪性能欠佳的问题,本文提出一种... 生成对抗网络通过对抗训练的机制不断提升网络映射能力,使其具有强大的降噪能力,被广泛应用于语音增强领域。针对现有生成对抗网络语音增强方法存在利用语音特征序列中的时频相关性和全局相关性不充分,去噪性能欠佳的问题,本文提出一种并行级联时频Conformer生成对抗网络,用于单通道语音增强。首先,并行级联时间-频率Con-former分别对语音语谱图中时间和频率的顺序特征进行建模,提取时域和频域的局部及全局特征供生成器学习;然后,通过2个Decoder路径分别学习带噪语音的幅度掩码和干净语音的语谱图,融合2个路径的输出得到生成后的语音;最后,采用指标判别器评价生成器所生成语音的相关评价指标得分,通过对抗训练提高生成器生成语音的质量,并在公开数据集VoiceBank+Demand上进行了验证。 展开更多
关键词 语音增强 生成对抗网络 时频conformer 指标判别器 对抗训练
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基于双路Conformer的目标说话人提取网络
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作者 丁鑫 夏秀渝 《电子制作》 2025年第3期32-37,共6页
目标说话人提取指从混合语音中提取出特定目标说话人的语音,而忽略其他干扰音及背景噪声。这一技术在语音信号处理领域具有重要的实际意义和广泛的应用价值。本文提出了一种基于双路Conformer的目标说话人提取网络。该网络由编码器、说... 目标说话人提取指从混合语音中提取出特定目标说话人的语音,而忽略其他干扰音及背景噪声。这一技术在语音信号处理领域具有重要的实际意义和广泛的应用价值。本文提出了一种基于双路Conformer的目标说话人提取网络。该网络由编码器、说话人编码器、语音提取器和解码器四部分组成。首先,将目标说话人的参考语音送入编码器和说话人编码器,提取出目标说话人的特征,这些特征表征了目标说话人的个性化信息。接着,将混合语音送入编码器,得到相应的语音特征。再将混合语音的语音特征送入到语音提取器,同时嵌入目标说话人的特征,通过这一步骤,语音提取器可以估计出与目标说话人对应的掩码。将获得的掩码与语音特征进行逐元素相乘,即可分离出目标说话人的语音特征。最后,将分离出的目标语音特征送入解码器进行解码,即可恢复出目标说话人的清晰语音。实验结果表明,与主流的语音分离网络Conv-TasNet、DPRNN以及目标说话人提取网络SpEx+相比,该网络在尺度不变信号失真比上分别提升了41.4%,24.9%,4.1%,在短时客观可懂度上分别提升了8.9%,6.2%,1.2%。 展开更多
关键词 深度学习 目标说话人提取 conformER 双路径网络 多任务学习
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基于遮蔽多头注意力的CTC-Conformer中文语音识别模型
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作者 黄天圆 王超 《智能计算机与应用》 2025年第2期162-167,共6页
Conformer模型是语言处理任务中广泛应用的模型之一,其结合了Transformer模型和卷积神经网络的特点,既能捕捉到局部和全局的序列特征又能更好地理解输入数据的结构和上下文信息。然而,现有Conformer模型中的音频和文本之间对齐关系存在... Conformer模型是语言处理任务中广泛应用的模型之一,其结合了Transformer模型和卷积神经网络的特点,既能捕捉到局部和全局的序列特征又能更好地理解输入数据的结构和上下文信息。然而,现有Conformer模型中的音频和文本之间对齐关系存在不确定性,同时模型采用的多头注意力还会将未来时间步输入信息泄漏到当前时间步。采用连接时序分类(Connectionist Temporal Classification, CTC)机制进行辅助训练,不仅可以提高基于Macaron-Net结构的Conformer模型鲁棒性,还可以解决音频和文本不对齐问题。在解码器部分,应用遮蔽多头自注意力机制以确保在t时刻模型无法查看未来时间步的输入信息,从而保证模型仅利用已生成的标记进行预测。实验结果表明,基于遮蔽多头注意力的CTC-Conformer模型相对于Conformer模型的字错率与损失率均有所下降,损失值最低达到了3.24。 展开更多
关键词 conformER CTC 遮蔽多头注意力 语言处理
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conformable时间分数阶方程的基本解和Hodograph变换
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作者 程小雨 黄晴 《纯粹数学与应用数学》 2025年第1期46-57,共12页
首先,通过方程允许的李点对称,可以得到一类conformable时间分数阶线性方程(方程组)的基本解.其次,通过Hodograph变换可以将一类conformable时间分数阶非线性方程(方程组)变换为相应的线性方程(方程组),并基于得到的线性方程(方程组)的... 首先,通过方程允许的李点对称,可以得到一类conformable时间分数阶线性方程(方程组)的基本解.其次,通过Hodograph变换可以将一类conformable时间分数阶非线性方程(方程组)变换为相应的线性方程(方程组),并基于得到的线性方程(方程组)的基本解,得到非线性方程(方程组)柯西问题的解. 展开更多
关键词 conformable时间分数阶方程 基本解 Hodograph变换 柯西问题
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一类Conformable分数阶发展包含的最优控制问题
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作者 常元元 杨和 《西北师范大学学报(自然科学版)》 2025年第4期122-130,共9页
用Bohnenblust-Karlin不动点定理得到了Conformable分数阶发展包含mild解的存在性,并利用两次构造极小化序列的方法分别讨论了最优状态控制对和最优时间控制对的存在性.通过一个具体例子验证了结论的有效性.
关键词 conformable分数阶导数 分数阶发展包含 紧算子半群 最优控制 不动点定理
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Pedagogy-Autonomy-Conformity
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作者 Sándor Karikó 《Philosophy Study》 2025年第4期165-175,共11页
The problem of autonomy and conformity has suffered a harsh fate in pedagogy.The virtues of love,respect,honour,truthfulness,etc.play a major role in educational work,but it is mostly silent about the concepts of auto... The problem of autonomy and conformity has suffered a harsh fate in pedagogy.The virtues of love,respect,honour,truthfulness,etc.play a major role in educational work,but it is mostly silent about the concepts of autonomy and conformity.Politics are afraid of these like the devil is afraid of incense smoke.Practising teachers complain that our entire education system is weaning school principals,teachers and students from independent thinking and striving.The basic educational goal is clear:to develop autonomous young people who are strengthened in their own being and strength,and vice versa:to suppress superficial,unconvincing conformity.An old lesson:conformity can only be realistically fought with non-conformist politics and the cooperation of non-conformist teachers. 展开更多
关键词 EDUCATION AUTONOMY conformITY practical pedagogy
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Molecular conformational effects on co-assembly systems of low-symmetric carboxylic acids investigated by scanning tunneling microscopy
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作者 Yutong Xiong Ting Meng +3 位作者 Wendi Luo Bin Tu Shuai Wang Qingdao Zeng 《Chinese Journal of Structural Chemistry》 2025年第2期57-61,共5页
The assembly behaviors of two low-symmetric carboxylic acid molecules(50-(6-carboxynaphthalen-2-yl)-[1,10:30,100-triphenyl]-3,400,5-tricarboxylic acid(CTTA)and 30,50-bis(6-carboxynaphthalen-2-yl)-[1,10-biphenyl]-3,5-d... The assembly behaviors of two low-symmetric carboxylic acid molecules(50-(6-carboxynaphthalen-2-yl)-[1,10:30,100-triphenyl]-3,400,5-tricarboxylic acid(CTTA)and 30,50-bis(6-carboxynaphthalen-2-yl)-[1,10-biphenyl]-3,5-dicarboxylic acid(BCBDA))containing naphthalene rings on graphite surfaces have been investigated using scanning tunneling microscopy(STM).The transformation of nanostructures induced by the second components(EDA and PEBP-C4)have been also examined.Both CTTA and BCBDA molecules self-assemble at the 1-heptanoic acid(HA)/HOPG interface,forming porous network structures.The dimer represents the most elementary building unit due to the formation of double hydrogen bonds.Moreover,the flipping of naphthalene ring results in the isomerization of BCBDA molecule.The introduction of carboxylic acid derivative EDA disrupts the dimer,which subsequently undergoes a structural conformation to form a novel porous structure.Furthermore,upon the addition of pyridine derivative PEBP-C4,N–H⋯O hydrogen bonds are the dominant forces driving the three coassembled structures.We have also conducted density functional theory(DFT)calculations to determine the molecular conformation and analyze the mechanisms underlying the formation of nanostructures. 展开更多
关键词 Co-assembly conformATION Hydrogen bonds Scanning tunneling microscopy DFT calculations
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Solvent-induced conformation gating of single-molecule charge transport in valinomycin and valinomycin-K^(+ )junctions
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作者 Xia Long Xiao-Chi Liu +3 位作者 Yan-Yi Yang Jia-Qing Dai Jue-Xian Cao Yong Hu 《Rare Metals》 2025年第4期2522-2533,共12页
Gaining insights into charge transport related to conformational changes and ion transport in valinomycin(VM)is crucial for understanding the underlying physiological processes and advancing ion carrier applications.O... Gaining insights into charge transport related to conformational changes and ion transport in valinomycin(VM)is crucial for understanding the underlying physiological processes and advancing ion carrier applications.Observing these processes in single molecules provides deeper insights and precision than those obtained through conventional ensemble measurements.Herein,we employed a single-molecule conductance measurement method based on the scanning tunneling microscopy break-junction(STM-BJ)to measure the charge transport of individual VM molecules in both non-polar and polar solvents,as well as when mediated by K^(+)ions.Single-molecule conductance measurements revealed that the bracelet and propeller-type conformations of VM in both non-polar and polar solvents significantly affect its conductance.In polar solvents,the propeller-type conformation of VM demonstrated a well-defined conductance signature,single-molecule rectification feature,and through-space transmission mechanism.Specifically,the introduction of K^(+)ions in polar solvents induced a conformational transition from the propeller-type to the bracelet-type form,facilitating K^(+)binding recognition.These observations were further supported by density functional theory combined with non-equilibrium Green’s function calculations.This study enhanced the fundamental understanding of the electronic transport mechanisms in VM and valinomycin-K^(+)molecular junctions,offering insights into VM ionophores and promoting supramolecular sensing applications. 展开更多
关键词 VALINOMYCIN conformational transition Ion carrier Single-molecule charge transport Molecular electronics
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Digital element approach based automated conformal mesh generation methodology for meso-scale modeling of realistic textile composites and progressive failure analysis under compressive load
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作者 Ying MA Luwang HU +3 位作者 Sheng LU Congying DENG Xiang CHEN Xianjun ZENG 《Chinese Journal of Aeronautics》 2025年第4期513-524,共12页
A structured method to generate conformal finite element(FE)mesh for realistic 3D woven textile reinforced composite is proposed.It is based on a voxel structure mesh reconstruction framework and aims to provide accur... A structured method to generate conformal finite element(FE)mesh for realistic 3D woven textile reinforced composite is proposed.It is based on a voxel structure mesh reconstruction framework and aims to provide accurate composite model at yarn level with material properties ready for use in commercial FE software.The textile representative volume element(RVE)is generated at filament level implementing the digital element method.Yarn structure is determined by filament bundle with variant cross-section shapes along its path.Yarn surface is then extracted using the Delaunay triangulation algorithm and a surface mesh is initiated.Then,the mesh domain is defined and constructed by voxel structure.Periodic boundary conditions,inter-yarn,and yarnmatrix interfaces are eliminated by re-mesh and mesh optimization.An element splitting rule is established to split the voxel unit into sub-elements to create smooth interface.A 3D orthogonal weave fabric reinforced composite is generated and simulated under compressive load.The composite structure and damage morphology are in good agreement with those of the experiment. 展开更多
关键词 Digital element approach Textile composite conformal mesh MESO-SCALE Compression behavior
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Investigation of conformational changes of cathepsin B as a feasibility assessment for NaCl reduction in Jinhua ham
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作者 Shiqi Hu Guanghong Zhou +2 位作者 Xinglian Xu Wangang Zhang Chunbao Li 《Food Science and Human Wellness》 2025年第2期429-438,共10页
To regulate the sodium chloride content in Jinhua ham,the impact of NaCl on the activity and conformation of cathepsin B was investigated using spectroscopy and computational methods.The results showed that the activi... To regulate the sodium chloride content in Jinhua ham,the impact of NaCl on the activity and conformation of cathepsin B was investigated using spectroscopy and computational methods.The results showed that the activity of cathepsin B decreased with an increase in Na^(+)cation content and temperature.Additionally,decreasedα-helix content and increasedβ-sheet content were observed.The increase in sulfhydryl group content was attributed to the breaking of original disulfide bonds in the molecular structure or the release of embedded groups.Furthermore,the surface hydrophobicity gradually declined,which was consistent with the analysis of endogenous fluorescence spectroscopy.At the molecular level,the number of hydrogen bonds formed in NaCl-treated samples decreased,and the interactions between the hydrogen bonding were less powerful,which caused instability in the binding of the protein and substrate.The conformation of cathepsin B accurately characterized its activity,and the structural changes had a macroscopic effect on the decrease in protease activity. 展开更多
关键词 Protein conformation Cathepsin B activity Jinhua ham Molecular docking Molecular dynamics
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基于Swin Transformer增强的Conformer在皮肤癌分类中的应用
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作者 宋双 连剑 《信息技术与信息化》 2025年第5期81-84,共4页
在医学领域,皮肤癌早期的精准诊断对患者的治疗具有重大意义。文章创新性地提出了基于Swin Transformer增强的Conformer方法,该方法深入分析了Swin Transformer强大的多尺度特征提取能力以及Conformer对局部和全局特征的高效整合优势,... 在医学领域,皮肤癌早期的精准诊断对患者的治疗具有重大意义。文章创新性地提出了基于Swin Transformer增强的Conformer方法,该方法深入分析了Swin Transformer强大的多尺度特征提取能力以及Conformer对局部和全局特征的高效整合优势,并将两者有机结合。针对ISIC 2019皮肤图像数据集,进行了严谨的数据预处理,包括数据增强、归一化等操作,以提升模型的泛化能力。随后运用精心设计的模型对大量皮肤图像展开精准分类。实验结果表明,此模型在皮肤癌分类任务中展现出卓越性能,在准确率、召回率和F1值等关键指标上相较于传统模型取得显著提升。 展开更多
关键词 Swin Transformer conformER 皮肤癌分类 ISIC 2019
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Influence of conformity on the evolution of cooperation in games with sampling rules on networks
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作者 Xianjia Wang Qiaoyu He 《Chinese Physics B》 2025年第3期215-229,共15页
We study the influence of conformity on the evolution of cooperative behavior in games under the learning method of sampling on networks.A strategy update rule based on sampling is introduced into the stag hunt game,w... We study the influence of conformity on the evolution of cooperative behavior in games under the learning method of sampling on networks.A strategy update rule based on sampling is introduced into the stag hunt game,where agents draw samples from their neighbors and then update their strategies based on conformity or inference according to the situation in the sample.Based on these assumptions,we present the state transition equations in the dynamic evolution of population cooperation,conduct simulation analysis on lattice networks and scale-free networks,and discuss how this mechanism affects the evolution of cooperation and how cooperation evolves under different levels of conformity in the network.Our simulation results show that blindly imitating the strategies of neighbors does not necessarily lead to rapid consensus in the population.Instead,rational inference through samples can better promote the evolution of the same strategy among all agents in the population.Moreover,the simulation results also show that a smaller sample size cannot reflect the true situation of the neighbors,which has a large randomness,and the size of the benefits obtained in cooperation determines the direction of the entire population towards cooperation or defection.This work incorporates the conforming behavior of agents into the game,uses the method of sampling for strategy updates and enriches the theory of evolutionary games with a more realistic significance. 展开更多
关键词 cooperative evolution stag hunt game conformITY scale-free network
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基于YOLOV5+Conformer模型课堂智能监测系统设计研究
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作者 陈维龙 李红玲 +2 位作者 周世俊 康宇暄 索熠承 《信息记录材料》 2025年第1期172-175,共4页
随着教育信息化的快速发展,针对传统课堂监测系统存在的精准度不足、数据单一、效率低下等问题,本研究创新性地提出一种高效的多模态交互智能监测系统。首先,针对现有高性能系统模型,设计对比测试方案,选用YOLOV5-BiFPN-Sdet(YOLOv5中S... 随着教育信息化的快速发展,针对传统课堂监测系统存在的精准度不足、数据单一、效率低下等问题,本研究创新性地提出一种高效的多模态交互智能监测系统。首先,针对现有高性能系统模型,设计对比测试方案,选用YOLOV5-BiFPN-Sdet(YOLOv5中S级双向特征金字塔检测模型)与Conformer(自注意力与卷积网络融合模型)两种卓越的模型。其次,构建总体框架与系统功能模块,保证软件设计的高品质与稳定性。最后,设计并实现直观、便捷的终端APP界面,优化硬件配置与软件交互体验。结果表明:该模型的应用显著增强系统精准性、效率与鲁棒性,为教育现代化与高质量课堂教学提供坚实技术支撑,具有广泛应用价值。 展开更多
关键词 多模态融合 课堂专注力 智能监测 YOLOV5 conformER
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Stability analysis of conformable fractional order systems
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作者 Imed Basdouri Souad Kasmi Jean Lerbet 《Applied Mathematics(A Journal of Chinese Universities)》 2025年第3期752-762,共11页
In this paper, we study the stability of a class of conformable fractional-order systems using the Lyapunov function. We assume that the nonlinear part of the system satisfies the one-sided Lipschitz condition and the... In this paper, we study the stability of a class of conformable fractional-order systems using the Lyapunov function. We assume that the nonlinear part of the system satisfies the one-sided Lipschitz condition and the quadratic inner-bounded condition. We provide some sufficient conditions that ensure the asymptotic stability of the system. Furthermore, we present the construction of a feedback stabilizing controller for conformable fractional bilinear systems. 展开更多
关键词 conformable fractional exponential stability asymptotical stability one-sided Lipschitz
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Conformal and rapid micro-molding manufacturing of ultraviolet-curable silver paste on curved surfaces using digital light processing
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作者 Mei-Ling Yang Guo-Xiang Zhou +8 位作者 Ning Xie Kun-Peng Lin Yan-Zhao Zhang Zhe Zhao Yun-Peng He Yu-Hang Zhang Zhi-Hua Yang De-Chang Jia Yu Zhou 《Journal of Materials Science & Technology》 2025年第10期153-161,共9页
Electronic 3D printing possesses a remarkable molding ability and convenience in integrated circuits,flexible wearables,and individual automobile requirements.However,traditional 3D printing technology still struggles... Electronic 3D printing possesses a remarkable molding ability and convenience in integrated circuits,flexible wearables,and individual automobile requirements.However,traditional 3D printing technology still struggles to meet the demands of high precision and high efficiency in the process of fabricating a curved surface circuit,particularly achieving precise silver circuit molding on irregular substrates.Here,a high-precision and muti-scaled conformal manufacturing method for silver circuits is presented through the digital light processing(DLP)of ultraviolet-curable silver paste(UV-SP)with adjustable photocuring properties,enabling the successful preparation of micro-scaled conductive structure on the sharply skewed hook face.The minimum modeling depth and width of the cured silver paste can be well controlled to 10 and 88µm,respectively.Compared with traditional printing technology,the printing efficiency of complex patterns has increased by over 70%.The printed silver circuit demonstrates an exceptionally high electrical conductivity,reaching as high as 1.16×10^(7) S/m.Additionally,the UV-SP exhibits significant manufacturing efficiency and superior molding resolution compared to conventional direct ink writing and inkjet printing techniques,thereby contributing to the attainment of high precision and efficiency of conformal and micro-molding manufacturing in sensors,communication antennas,and other electronic devices based on curved substrates. 展开更多
关键词 Digital light processing Ultraviolet-curable silver paste conformal manufacturing Silver circuits High precision
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