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科研机构
北京航空航天大学 [6]
内容类型
会议论文 [6]
发表日期
2019 [2]
2018 [4]
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专题:北京航空航天大学
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Taylor Convolutional Networks for Image Classification
会议论文
2019 IEEE WINTER CONFERENCE ON APPLICATIONS OF COMPUTER VISION (WACV), 2019-01-01
作者:
Wang, Xiaodi
;
Li, Ce
;
Mou, Yipeng
;
Zhang, Baochang
;
Han, Jungong
收藏
  |  
浏览/下载:22/0
  |  
提交时间:2019/12/30
Backpropagation algorithms
Computer vision
Convolution
Network architecture
Convolutional networks
Deep architectures
End to end
High-frequency informations
Low-frequency
Nonlinear combination
Object classification
Taylor expansions
Image classification
PLSTMNet: A New Neural Network for Segmentation of Point Cloud
会议论文
2018 11th International Workshop on Human Friendly Robotics, HFR 2018, 2018-11-13
作者:
Zhao, J.
;
Liu, C.
;
Zhang, B.
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  |  
浏览/下载:8/0
  |  
提交时间:2019/12/30
Deep learning
Network architecture
Robotics
Semantics
Descriptors
Irregular data
Learning network
Local geometry
Point cloud
Semantic segmentation
Long short-term memory
Application of long short-term memory neural network for multi-step travel time forecasting on urban expressways
会议论文
CICTP 2017: Transportation Reform and Change - Equity, Inclusiveness, Sharing, and Innovation - Proceedings of the 17th COTA International Conference of Transportation Professionals
作者:
Zhang, Z.
;
Wang, Y.
;
Chen, P.
;
Yu, G.
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  |  
浏览/下载:3/0
  |  
提交时间:2019/12/30
Brain
Long short-term memory
Network architecture
Traffic control
Travel time
Non-parametric algorithm
Probe vehicle data
State of the art
Temporal evolution
Time series method
Traffic features
Travel time forecasting
Urban expressway
Deep learning
swCaffe: a Parallel Framework for Accelerating Deep Learning Applications on Sunway TaihuLight
会议论文
2018 IEEE INTERNATIONAL CONFERENCE ON CLUSTER COMPUTING (CLUSTER), 2018-01-01
作者:
Li, Liandeng
;
Fang, Jiarui
;
Fu, Haohuan
;
Jiang, Jinlei
;
Zhao, Wenlai
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  |  
浏览/下载:10/0
  |  
提交时间:2019/12/30
Cluster computing
Deep neural networks
Network architecture
Network layers
Stochastic systems
Supercomputers
Heterogeneous many-core architectures
High efficient
Many-core architecture
Multiple processors
Optimization strategy
Parallel framework
Stochastic gradient descent
Synchronization scheme
Computer architecture
A convolutional neural network based classifier for uncompressed malware samples
会议论文
Proceedings of the ACM Conference on Computer and Communications Security
作者:
Yang, C.
;
Wen, Y.
;
Guo, J.
;
Song, H.
;
Li, L.
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  |  
浏览/下载:5/0
  |  
提交时间:2019/12/30
Computer architecture
Computer crime
Convolution
Deep learning
Image classification
Network architecture
Neural networks
Complete information
Convolutional neural network
Design classifiers
Gray-scale images
Learning-based methods
Malware classifications
Malware detection
Malware families
Malware
A Computing Efficient Hardware Architecture for Sparse Deep Neural Network Computing
会议论文
2018 14th IEEE International Conference on Solid-State and Integrated Circuit Technology, ICSICT 2018 - Proceedings
作者:
Zhang, Y.
;
Ouyang, P.
;
Yin, S.
;
Zhao, W.
;
Wei, S.
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  |  
浏览/下载:2/0
  |  
提交时间:2019/12/30
Integrated circuits
Memory architecture
Network architecture
Neural networks
Convolutional neural network
Dataflow
Hardware architecture
Load imbalance
Memory consumption
State of the art
State-of-the-art performance
Switching strategies
Deep neural networks
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