deepneuralnetwork相关论文
This paper presents a speaker identi cation algorithm using the deep neural network（DNN） as the classi er to learn the fea......
Deep learning has recently been progressively introduced into the field of modulation classification due to its wide app......
Iterative learning-based many-objective history matching using deep neural network with stacked auto
This paper presents an innovative data-integration that uses an iterative-learning method,a deep neural network(DNN)coup......
Rolling element bearings are machine components used to allow circular movement and hence deliver forces between compone......
Prediction of second-order rate constants between carbonate radical and organics by deep neural netw
Carbonate radical is among the most important environmental relevant reactive species which govern the transformation an......
For flow-related design optimization problems, e.g., aircraft and automobile aerodynamic design, com-putational fluid dy......
Randomize-then-optimize (RTO) is widely used for sampling from posterior distribu-tions in Bayesian inverse problems.How......
Application of deep learning method to Reynolds stress models of channel flow based on reduced-order
Recently,the methodology of deep learning is used to improve the calculation accuracy of the Reynolds-averaged Navier-St......
This paper proposed an optimization design for a ride control system (RCS) for fast catamaran. The ship vertical motions......
Objective Artificial intelligence(AI)-based technologies in medicine,including as a triage or screening tool for gastroi......
为应对相干光通信系统中光纤非线性损伤,结合由非线性薛定谔方程的一阶摄动解推导出的三元组,提出一种基于深度神经网络(DNN)和改......
针对现有目标深度神经网络检测准确度低和实时性差的问题,提出一种面向无人机(UAV)飞控平台的实时道路目标深度神经网络检测方法。......
区域叶面积指数（Leaf Area Index, LAI）定量反演是开展大尺度农作物长势监测和产量估算的重要基础。针对当前区域LAI遥感定量反演存......
提出了一种结合深度神经网络和随机森林的手掌静脉分类新方法。利用预训练深度神经网络模型AlexNet提取掌脉特征,采用主成分分析法......
提出一种基于深度神经网络的图像修复取证算法,该算法可通过编码器网络自动提取图像修复遗留的痕迹特征,通过解码器网络预测像素类......
为了从目标图像上提高直线电机动子位置测量的精度、抗干扰性和实时性,引入了一种基于相关峰精确内插(FICP)的图像位移测量方法,并......
针对自动化迷彩目标发现学习中有效样本严重不足的问题,借鉴AlphaGo的技术思想,提出了一种基于样本模拟的深度神经网络仿真训练方......
考虑到红外视频的深度特征具有单帧图像的独特性和视频全局的连续性,在单目红外视频深度估计问题上提出一种基于双向递归卷积神经......
结冰是威胁航空飞行安全的重要因素,适航条例要求需要根据不同结冰工况开展结冰安全评估。由于飞机结冰过程十分复杂,快速预测结冰......
Predicting the errors of predicted local backbone angles and nonlocal solvent-accessibilities of pro
Motivation: Backbone structures and solvent accessible surface area of proteins are benefited from continuous real v......
We propose a joint feature and metric learning deep neural network architecture, called the associative affinity network......
Resistive Random Access Memory(ReRAM)-based neural network accelerators have potential to surpass their digital counterp......
Prediction of the Charpy V-notch impact energy of low carbon steel using a shallow neural network an
The impact energy prediction model of low carbon steel was investigated based on industrial data. A three-layer neural n......
A novel correction algorithm is proposed for multi-class classification problems with corrupted training data.The algori......
Engine tests are both costly and time consuming in developing a new internal combustion engine.Therefore,it is of great ......
