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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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Interpreting the Basis Path Set in Neural Networks
期刊论文
JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY, 2021, 页码: 13
Authors:
Zhu Juanping
;
Meng Qi
;
Chen Wei
;
Ma Zhiming
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View/Download:85/0
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Submit date:2021/04/26
Basis path
hierarchical algorithm
independent path
neural network
substructure path
Target transfer Q -learning and its convergence analysis
期刊论文
NEUROCOMPUTING, 2020, 卷号: 392, 页码: 11-22
Authors:
Wang, Yue
;
Liu, Yuting
;
Chen, Wei
;
Ma, Zhi-Ming
;
Liu, Tie-Yan
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View/Download:117/0
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Submit date:2020/06/30
The scale -invariant space for attention layer in neural network
期刊论文
NEUROCOMPUTING, 2020, 卷号: 392, 页码: 1-10
Authors:
Wang, Yue
;
Liu, Yuting
;
Ma, Zhi-Ming
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Submit date:2020/06/30
Multi-scale analysis of schizophrenia risk genes, brain structure, and clinical symptoms reveals integrative clues for subtyping schizophrenia patients
期刊论文
JOURNAL OF MOLECULAR CELL BIOLOGY, 2019, 卷号: 11, 期号: 8, 页码: 678-687
Authors:
Ma, Liang
;
Rolls, Edmund T.
;
Liu, Xiuqin
;
Liu, Yuting
;
Jiao, Zeyu
;
Wang, Yue
;
Gong, Weikang
;
Ma, Zhiming
;
Gong, Fuzhou
;
Wan, Lin
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View/Download:144/0
  |  
Submit date:2020/05/24
Schizophrenia
PANSS
multi-scale analysis
hot cluster
grey matter volume
pathway
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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Submit date:2019/12/13
Distributed machine learning
Deep learning
Stochastic gradient descent
Gradient quantization
MultiWaver 2.0: modeling discrete and continuous gene flow to reconstruct complex population admixtures
期刊论文
EUROPEAN JOURNAL OF HUMAN GENETICS, 2019, 卷号: 27, 期号: 1, 页码: 133-139
Authors:
Ni, Xumin
;
Yuan, Kai
;
Liu, Chang
;
Feng, Qidi
;
Tian, Lei
;
Ma, Zhiming
;
Xu, Shuhua
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View/Download:184/0
  |  
Submit date:2019/03/05
Inference of multiple-wave admixtures by length distribution of ancestral tracks
期刊论文
HEREDITY, 2018, 卷号: 121, 期号: 1, 页码: 52-63
Authors:
Ni, Xumin
;
Yuan, Kai
;
Yang, Xiong
;
Feng, Qidi
;
Guo, Wei
;
Ma, Zhiming
;
Xu, Shuhua
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Submit date:2018/07/30
FUKUSHIMA TYPE DECOMPOSITION FOR SEMI-DIRICHLET FORMS
期刊论文
TOHOKU MATHEMATICAL JOURNAL, 2016, 卷号: 68, 期号: 1, 页码: 1-27
Authors:
Ma, Zhi-Ming
;
Sun, Wei
;
Wang, Li-Fei
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View/Download:153/0
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Submit date:2018/07/30
Fukushima type decomposition
quasi-regular semi-Dirichlet forms
stochastic sets of interval type
transformation formula for martingale additive functionals
A Probabilistic Method for Estimating the Sharing of Identity by Descent for Populations with Migration
期刊论文
IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS, 2016, 卷号: 13, 期号: 2, 页码: 281-290
Authors:
Ni, Xumin
;
Guo, Wei
;
Yuan, Kai
;
Yang, Xiong
;
Ma, Zhiming
;
Xu, Shuhua
;
Zhang, Shihua
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View/Download:133/0
  |  
Submit date:2018/07/30
Population genetics
identity by descent
probabilistic method
Markov process
Length Distribution of Ancestral Tracks under a General Admixture Model and Its Applications in Population History Inference
期刊论文
SCIENTIFIC REPORTS, 2016, 卷号: 6, 页码: 12
Authors:
Ni, Xumin
;
Yang, Xiong
;
Guo, Wei
;
Yuan, Kai
;
Zhou, Ying
;
Ma, Zhiming
;
Xu, Shuhua
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View/Download:104/0
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Submit date:2018/07/30