[1] GOLOVKO V A.Deep learning:An overview and main paradigms[J].Optical Memory and Neural Networks,2017,26(1):1-17. [2] 孙道恒,罗萍平,胡俏,等.有限元单刚矩阵计算的神经网络法[J].东北大学学报(自然科学版),1997,18(4):431-434.SUN D H,LUO P P,HU Q,et al.Neural network method for finite element single stiffness matrix calculation[J].Journal of Northeastern University(Natural Science),1997,18(4):431-434(in Chinese). [3] 孙道恒,胡俏.弹性力学的实时神经计算原理与数值仿真[J].力学学报,1998,30(3):348-353.SUN D H,HU Q.The principle and numerical simulation of real-time neural computing for elastic mechanics[J].Chinese Journal of Theoretical and Applied Mechanics,1998,30(3):348-353(in Chinese). [4] 丁耀武.线弹性结构静动态有限元法[M].沈阳:东北工学院出版社,1990:31-54.DING Y W.Static and dynamic FEM for linear elastic structural analysis[M].Shenyang:Northeastern University Press,1990:31-54(in Chinese). [5] 蒋维城.固体力学有限元分析[M].北京:北京理工大学出版社,1989:308-312.JIANG W C.Finite element analysis of solid mechanics[M].Beijing:Beijing Institute of Technology Press,1989:308-312(in Chinese). [6] 姜晋庆,张铎.结构弹塑性有限元分析法[M].北京:宇航出版社,1990:1-10.JIANG J Q,ZHANG D.Structural elastoplastic finite element analysis method[M].Beijing:Aerospace Publishing House,1990:1-10(in Chinese). [7] 曾攀.材料的概率疲劳损伤特性及现代结构分析原理[M].北京:科学技术文献出版社,1993:140-141.ZEN P.Probabilistic fatigue damage properties of materials and modern structural analysis principle[M].Beijing:Science and Technology Literature Press,1933:140-141(in Chinese). [8] YOSHIOKA T,KARITA S,NAKATANI T.Far-field speech recognition using CNN-DNN-HMM with convolution in time[C]//IEEE International Conference on Acoustics,Speech and Signal Processing.Piscataway,NJ:IEEE Press,2015:15361744. [9] YOSHIOKA T,OHNISHI K,FANG F,et al.Noise robust speech recognition using recent developments in neural networks for computer vision[C]//IEEE International Conference on Acoustics,Speech and Signal Processing.Piscataway,NJ:IEEE Press,2016:16021176. [10] GLOROT X,BENGIO Y.Understanding the difficulty of training deep feedforward neural networks[C]//Proceedings of the Thirteenth International Conference on Artificial Intelligence and Statistics,2010:249-256. [11] ZHANG X,ZOU Y,SHI W.Dilated convolution neural network with LeakyReLU for environmental sound classification[C]//International Conference on Digital Signal Processing.Piscataway,NJ:IEEE Press,2017:1-5. [12] ZHAO P,ZHANG T.Accelerating minibatch stochastic gradient descent using stratified sampling[EB/OL].(2014-05-13)[2019-03-28].https://arxiv.org/abs/1405.3080. [13] NG A Y.Feature selection,L1 vs.L2 regularization,and rotational invariance[C]//Proceedings of the Twenty-first International Conference on Machine Learning.New York:ACM,2004:78. [14] KINGMA D,BA J.Adam:A method for stochastic optimization[EB/OL].(2014-12-22)[2019-03-28].https://arxiv.org/abs/1412.6980. [15] 陈国荣.有限单元法原理及应用[M].北京:科学出版社,2016:91-116.CHEN G R.Principle and application of finite element method[M].Beijing:Science Press,2016:91-116(in Chinese). |