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自动化研究所 [10]

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	面向人脸鉴伪应用场景的模型优化技术研究学位论文 2023 作者: 卓文琦收藏 \| 浏览/下载：3/0 \| 提交时间：2023/06/20 人脸伪造人脸鉴伪轻量模型无数据模型压缩终身学习
	Symmetric-threshold ReLU for Fast and Nearly Lossless ANN-SNN Conversion 期刊论文 Machine Intelligence Research, 2023, 卷号: 20, 期号: 3, 页码: 435-446 作者: Jianing Han 收藏 \| 浏览/下载：8/0 \| 提交时间：2023/05/29 Symmetric-threshold rectified linear unit (stReLU), deep spiking neural networks, artificial neural network-spiking neural network (ANN-SNN) conversion, lossless conversion, double thresholds
	Data-driven soliton mappings for integrable fractional nonlinear wave equations via deep learning with Fourier neural operator 期刊论文 CHAOS SOLITONS & FRACTALS, 2022, 卷号: 165, 页码: 14 作者: Zhong, Ming; Yan, Zhenya 收藏 \| 浏览/下载：10/0 \| 提交时间：2023/02/07 Integrable fractional nonlinear wave equations Fourier neural operator Deep learning Data-driven soliton mapping Activation function Channel of fully-connected layer
	Rolling bearing fault diagnosis by Markov transition field and multi-dimension convolutional neural network 期刊论文 Measurement Science and Technology, 2022, 卷号: 33, 期号: 11 作者: Lei, Chunli; Xue, Linlin; Jiao, Mengxuan; Zhang, Huqiang; Shi, Jiashuo 收藏 \| 浏览/下载：33/0 \| 提交时间：2022/09/22 Chemical activation Convolution Convolutional neural networks Fault detection Neural network models Roller bearings Activation functions Condition Convolutional neural network E-rectified linear unit activation function Faults diagnosis Linear units Markov transition field Multi dimensions Multi-dimension attention Transition fields
	Improve Robustness and Accuracy of Deep Neural Network with L-2,L-infinity Normalization 期刊论文 JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY, 2022, 页码: 26 作者: Yu Lijia; Gao Xiao-Shan 收藏 \| 浏览/下载：4/0 \| 提交时间：2023/02/07 Deep neural network global robustness measure L-2,L-infinity normalization over-fitting Rademacher complexity smooth DNN
	Membrane fouling diagnosis of membrane components based on multi-feature information fusion 期刊论文 JOURNAL OF MEMBRANE SCIENCE, 2022, 卷号: 657 作者: Shi, Yaoke; Wang, Zhiwen; Du, Xianjun; Gong, Bin; Lu, Yanrong 收藏 \| 浏览/下载：22/0 \| 提交时间：2022/07/19 MBR CBAM-MUL-CNN Feature fusion Attention mechanism Membrane fouling diagnosis
	Controlled Growth of Wafer-Scale Transition Metal Dichalcogenides with a Vertical Composition Gradient for Artificial Synapses with High Linearity 期刊论文 ACS NANO, 2022, 卷号: 16, 期号: 8, 页码: 12318-12327 作者: Tang, Lei; Teng, Changjiu; Xu, Runzhang; Zhang, Zehao; Khan, Usman 收藏 \| 浏览/下载：17/0 \| 提交时间：2022/10/08 vertical composition gradient transition metal dichalcogenides chemical vapor deposition wafer-scale artificial synapses device array linearity
	Research on the membrane fouling diagnosis of MBR membrane module based on ECA-CNN 期刊论文 JOURNAL OF ENVIRONMENTAL CHEMICAL ENGINEERING, 2022, 卷号: 10, 期号: 3 作者: Shi, Yaoke; Wang, Zhiwen; Du, Xianjun; Ling, Guobi; Jia, Wenchao 收藏 \| 浏览/下载：29/0 \| 提交时间：2022/06/21 Membrane fouling Convolutional neural network Attention mechanism Feature extraction Fault diagnosis
	Toward Accurate Binarized Neural Networks With Sparsity for Mobile Application 期刊论文 IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 页码: 13 作者: Wang, Peisong; He, Xiangyu; Cheng, Jian 收藏 \| 浏览/下载：36/0 \| 提交时间：2022/07/25 Quantization (signal) Deep learning Convolution Training Biological neural networks Optimization Neurons Acceleration binarized neural networks (BNNs) compression fixed-point quantization
	The Application of a Pavement Distress Detection Method Based on FS-Net 期刊论文 SUSTAINABILITY, 2022, 卷号: 14, 期号: 5 作者: Hou, Yun; Dong, Yuanshuai; Zhang, Yanhong; Zhou, Zuofeng; Tong, Xinlong 收藏 \| 浏览/下载：56/0 \| 提交时间：2022/03/25 image processing deep learning pavement distress object detection

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