CMAC(Cerebellar Model Articulation Controller)网络是一种具有线性结构、算法简单的局部化神经网络,由一个固定的非线性输入层和一个可调线性输出层组成,实质为自适应查表算法.由于信息以分布方式存储,CMAC泛化能力强,学习速度快.通...CMAC(Cerebellar Model Articulation Controller)网络是一种具有线性结构、算法简单的局部化神经网络,由一个固定的非线性输入层和一个可调线性输出层组成,实质为自适应查表算法.由于信息以分布方式存储,CMAC泛化能力强,学习速度快.通过引入信息测度特征反映图像边缘,以CMAC网络为非线性函数映射器,对配电系统中关键绝缘瓷瓶的远程监控作了应用研究,提出一种利用CMAC网络完成瓷瓶图像信息测度至边缘特征的非线性映射方法;并通过边缘检测前后的正常预处理和异常扫描,实现瓷瓶状态的实时监测.仿真和实际应用均表明该方案具有可行性和有效性.展开更多
This is the first issue of the new,English only version of Communications on Applied Mathematics and Computation(CAMC).CAMC has a long history of publishing papers in applied and computational mathematics.It was found...This is the first issue of the new,English only version of Communications on Applied Mathematics and Computation(CAMC).CAMC has a long history of publishing papers in applied and computational mathematics.It was founded in 1987 by the late Professor Benyu Guo,a prominent numerical analyst working on spectral methods and high-order finite difference methods at Shanghai University and Shanghai Normal University.In the transition to the English only version,a new editorial board has been formed,expanding in its international representation as well as coverage in more areas within applied and computational mathematics.The cooperation with Springer also ensures professional manuscript handling and distribution services.展开更多
文摘CMAC(Cerebellar Model Articulation Controller)网络是一种具有线性结构、算法简单的局部化神经网络,由一个固定的非线性输入层和一个可调线性输出层组成,实质为自适应查表算法.由于信息以分布方式存储,CMAC泛化能力强,学习速度快.通过引入信息测度特征反映图像边缘,以CMAC网络为非线性函数映射器,对配电系统中关键绝缘瓷瓶的远程监控作了应用研究,提出一种利用CMAC网络完成瓷瓶图像信息测度至边缘特征的非线性映射方法;并通过边缘检测前后的正常预处理和异常扫描,实现瓷瓶状态的实时监测.仿真和实际应用均表明该方案具有可行性和有效性.
文摘This is the first issue of the new,English only version of Communications on Applied Mathematics and Computation(CAMC).CAMC has a long history of publishing papers in applied and computational mathematics.It was founded in 1987 by the late Professor Benyu Guo,a prominent numerical analyst working on spectral methods and high-order finite difference methods at Shanghai University and Shanghai Normal University.In the transition to the English only version,a new editorial board has been formed,expanding in its international representation as well as coverage in more areas within applied and computational mathematics.The cooperation with Springer also ensures professional manuscript handling and distribution services.
