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浏览/检索结果:
共31条,第1-10条
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发表日期:2021
文献类型:期刊论文
专题:复杂系统认知与决策实验室
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Beyond Crack: Fine-Grained Pavement Defect Segmentation Using Three-Stream Neural Networks
期刊论文
IEEE Transactions on Intelligent Transportation Systems, 2021, 卷号: /, 期号: /, 页码: /
作者:
Zhang, Yujia
;
Wu, Junxian
;
Li, Qianzhong
;
Zhao, Xiaoguang
;
Tan, Min
Adobe PDF(12585Kb)
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浏览/下载:324/54
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提交时间:2022/04/02
Fine-grained defect segmentation
Crack detection
Semantic segmentation
Pavement inspection
Neuro-Optimal Trajectory Tracking With Value Iteration of Discrete-Time Nonlinear Dynamics
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 12
作者:
Wang, Ding
;
Ha, Mingming
;
Cheng, Long
收藏
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浏览/下载:252/0
  |  
提交时间:2022/01/27
Trajectory
Heuristic algorithms
Convergence
Trajectory tracking
Stability criteria
Optimal control
Dynamic programming
Adaptive critic design
discrete-time nonlinear plants
neuro-optimal trajectory tracking
uniformly ultimately bounded stability
value iteration
Extremely Sparse Networks via Binary Augmented Pruning for Fast Image Classification
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 14
作者:
Wang, Peisong
;
Li, Fanrong
;
Li, Gang
;
Cheng, Jian
收藏
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浏览/下载:186/0
  |  
提交时间:2022/01/27
Hardware acceleration
image classification
neural networks
pruning
software-hardware codesign
GPENs: Graph Data Learning With Graph Propagation-Embedding Networks
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 14
作者:
Jiang, Bo
;
Wang, Leiling
;
Cheng, Jian
;
Tang, Jin
;
Luo, Bin
收藏
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浏览/下载:182/0
  |  
提交时间:2022/01/27
Task analysis
Computer architecture
Semisupervised learning
Deep learning
Laplace equations
Data models
Labeling
Graph embedding
graph neural networks (GNNs)
graph propagation
semi-supervised learning
Diagnosis of Typical Apple Diseases: A Deep Learning Method Based on MultiScale Dense Classification Network
期刊论文
Frontiers in Plant Science, 2021, 期号: 12, 页码: 1-12
作者:
Tian YN(田雨农)
Adobe PDF(4280Kb)
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浏览/下载:176/28
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提交时间:2022/01/07
apple disease diagnosis
Cycle-GAN
Multi-scale connection
DenseNet
deep learning
A Brain-Inspired Approach for Collision-Free Movement Planning in the Small Operational Space
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 12
作者:
Xing, Dengpeng
;
Li, Jiale
;
Zhang, Tielin
;
Xu, Bo
收藏
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浏览/下载:206/0
  |  
提交时间:2022/01/27
Visualization
Cameras
Planning
Task analysis
Neurons
Collision avoidance
Biology
Brain-inspired structure
collision-free movement planning
small operational space
spiking neural networks (SNNs)
Rethinking semantic-visual alignment in zero-shot object detection via a softplus margin focal loss
期刊论文
Neurocomputing, 2021, 卷号: 449, 页码: 117-135
作者:
Li, Qianzhong
;
Zhang, Yujia
;
Sun, Shiying
;
Zhao, Xiaoguang
;
Li, Kang
;
Tan, Min
Adobe PDF(8753Kb)
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浏览/下载:272/34
  |  
提交时间:2021/08/15
Zero-shot object detection
Softplus margin focal loss
Semantic-visual alignment
Auto-encoder architecture
Real-Time Multi-Guidewire Endpoint Localization in Fluoroscopy Images
期刊论文
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2021, 卷号: 40, 期号: 8, 页码: 2002-2014
作者:
Li, Rui-Qi
;
Xie, Xiao-Liang
;
Zhou, Xiao-Hu
;
Liu, Shi-Qi
;
Ni, Zhen-Liang
;
Zhou, Yan-Jie
;
Bian, Gui-Bin
;
Hou, Zeng-Guang
Adobe PDF(2266Kb)
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浏览/下载:349/47
  |  
提交时间:2021/11/02
Location awareness
Surgery
Instruments
Task analysis
Detectors
Real-time systems
Retina
Guidewire endpoint
keypoint localization
surgical instrument
ECBC: Efficient Convolution via Blocked Columnizing
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 13
作者:
Zhao, Tianli
;
Hu, Qinghao
;
He, Xiangyu
;
Xu, Weixiang
;
Wang, Jiaxing
;
Leng, Cong
;
Cheng, Jian
Adobe PDF(3003Kb)
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  |  
浏览/下载:284/30
  |  
提交时间:2022/01/27
Convolution
Tensors
Layout
Memory management
Indexes
Transforms
Performance evaluation
Convolutional neural networks (CNNs)
direct convolution
high performance computing for mobile devices
im2col convolution
memory-efficient convolution (MEC)
Broad Learning System Based on Maximum Correntropy Criterion
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 卷号: 32, 期号: 7, 页码: 3083-3097
作者:
Zheng, Yunfei
;
Chen, Badong
;
Wang, Shiyuan
;
Wang, Weiqun
收藏
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浏览/下载:184/0
  |  
提交时间:2021/08/15
Learning systems
Robustness
Standards
Optimization
Training
Perturbation methods
Mean square error methods
Broad learning system (BLS)
incremental learning algorithms
maximum correntropy criterion (MCC)
regression and classification