研究领域

机器学习、神经网络、机器视觉、模式识别、图文法及其应用。

近期论文

Shuiming Zhong, Xiaoqin Zeng et al, “Approximate computation of Madaline sensitivity based on discrete stochastic technique,” SCIENCE CHINA: Information Science, 53(12): 2399–2414, 2010.
Xiaoqin Zeng et al, “A sensitivity-based approach for pruning architecture of Madalines,” Neural Computing and Applications, 18(8): 957-965, 2009.
王炳辉，曾晓勤等.“Adaline对权扰动敏感性的近似计算” 模式识别与人工智能，22(3): 354-359，2009.
曾晓勤等. “一种基于边的上下文相关图文法形式化框架” 软件学报，19(8): 1893-1901，2008.
Yingfeng Wang, Xiaoqin Zeng et al, “Computation of Madalines’ Sensitivity to Input and Weight Perturbations” Neural Computation, 18(11): 2854-2877, 2006.
Xiaoqin Zeng et al, “Computation of Adalines’ Sensitivity to Weight Perturbation” IEEE Transactions on Neural Networks, 17(2): 515-519, 2006.
Xiaoqin Zeng et al, “Hidden Neuron Pruning of Multilayer Perceptrons Using a Quantified Sensitivity Measure” Neurocomputing, 69(7-9): 825-837, 2006.