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Circular Complex-Valued GMDH-Type Neural Network for Real-Valued Classification Problems 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 卷号: 31, 期号: 12, 页码: 5285-5299
作者:  Xiao, Jin;  Jia, Yanlin;  Jiang, Xiaoyi;  Wang, Shouyang
收藏  |  浏览/下载：137/0  |  提交时间：2021/04/26
Biological system modeling  Data models  Biological neural networks  Predictive models  Neurons  Mathematical model  Complex-valued external criterion  complex-valued group method of data handling (GMDH)-type neural network  parameter estimation  real-valued classification  
Convergence of Self-Tuning Regulators under Conditional Heteroscedastic Noises with Unknown High-Frequency Gain 期刊论文
JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY, 2020, 页码: 15
作者:  Zhang, Yaqi;  Guo, Lei
收藏  |  浏览/下载：144/0  |  提交时间：2021/01/14
ARCH model  conditional heteroscedasticity  convergence  self-tuning regulator  weighted least-squares algorithm  
An Improvement of the Rational Representation for High-Dimensional Systems 期刊论文
JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY, 2020, 页码: 18
作者:  Xiao, Fanghui;  Lu, Dong;  Ma, Xiaodong;  Wang, Dingkang
收藏  |  浏览/下载：144/0  |  提交时间：2021/01/14
Comprehensive Grobner systems  high-dimensional polynomial system  rational representation  rational univariate representation  
Quantifying the generalization error in deep learning in terms of data distribution and neural network smoothness 期刊论文
NEURAL NETWORKS, 2020, 卷号: 130, 页码: 85-99
作者:  Jin, Pengzhan;  Lu, Lu;  Tang, Yifa;  Karniadakis, George Em
收藏  |  浏览/下载：118/0  |  提交时间：2021/01/14
Neural networks  Generalization error  Learnability  Data distribution  Cover complexity  Neural network smoothness  
Breaking the hardness assumption and IND-CPA security of HQC submitted to NIST PQC project 期刊论文
IET INFORMATION SECURITY, 2020, 卷号: 14, 期号: 3, 页码: 313-320
作者:  Liu, Zhen;  Pan, Yanbin;  Xie, Tianyuan
收藏  |  浏览/下载：156/0  |  提交时间：2020/10/12
decoding  public key cryptography  quantum cryptography  computational complexity  optimisation  cyclic codes  IND-CPA security  NIST PQC project  hamming quasicyclic cryptosystem  code-based key encapsulation mechanism  NIST standardisation process  public-key encryption scheme  IND-CCA2 secure KEM  revised scheme HQC- beta  HQC cryptosystem  s-DQCSD problem  s-decision quasi-cyclic syndrome decoding  plaintext attack  
基于奇异谱分析的航空客运需求分析与分解集成预测模型 期刊论文
系统工程理论与实践, 2020, 卷号: 40.0, 期号: 007, 页码: 1844-1855
作者:  梁小珍;  郭战坤;  张倩文;  杨明歌;  汪寿阳
收藏  |  浏览/下载：182/0  |  提交时间：2021/01/14
航空客运需求  奇异谱分析  排列熵  支持向量回归  分解集成预测