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中国科学院数学与系统科学研究院机构知识库
KMS Of Academy of mathematics and systems sciences, CAS
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OptQuant: Distributed training of neural networks with optimized quantization mechanisms
期刊论文
NEUROCOMPUTING, 2019, 卷号: 340, 页码: 233-244
Authors:
He, Li
;
Zheng, Shuxin
;
Chen, Wei
;
Ma, Zhi-Ming
;
Liu, Tie-Yan
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View/Download:201/0
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Submit date:2019/12/13
Distributed machine learning
Deep learning
Stochastic gradient descent
Gradient quantization
On neural networks and learning systems for business computing
期刊论文
NEUROCOMPUTING, 2018, 卷号: 275, 页码: 1150-1159
Authors:
Li, Yawen
;
Jiang, Weifeng
;
Yang, Liu
;
Wu, Tian
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View/Download:139/0
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Submit date:2018/07/30
Neural networks
Deep learning
Machine learning
Business activities
An improved SMO algorithm for financial credit risk assessment - Evidence from China's banking
期刊论文
NEUROCOMPUTING, 2018, 卷号: 272, 页码: 314-325
Authors:
Zhang, Qi
;
Wang, Jue
;
Lu, Aiguo
;
Wang, Shouyang
;
Ma, Jian
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View/Download:127/0
  |  
Submit date:2018/07/30
Credit risk assessment
SVM
Sequential minimal optimization (SMO)
Four-variable working set
A biologically inspired model mimicking the memory and two distinct pathways of face perception
期刊论文
NEUROCOMPUTING, 2016, 卷号: 205, 页码: 349-359
Authors:
Xi, Xuanyang
;
Yin, Peijie
;
Qiao, Hong
;
Li, Yinlin
;
Feng, Wensen
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View/Download:74/0
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Submit date:2018/07/30
Biologically inspired model (BIM)
Face perception
Memory
Component-based