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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
Favorite  |  View/Download:169/0  |  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
Favorite  |  View/Download:89/0  |  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
Favorite  |  View/Download:91/0  |  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
Favorite  |  View/Download:51/0  |  Submit date:2018/07/30
Biologically inspired model (BIM)  Face perception  Memory  Component-based