摘要: A methodology to develop artificial neural network (ANN) models to quickly incorporate the characteristics of emerging devices for circuit simulation is described in this work. To improve the model ac关键词: Compact model Emerging device Device modeling Artificial neural network (ANN) ...
The following sections are included:Mixture of ExpertsHierarchical Mixture of ExpertsNeural Network ControllerCustomization of Neural NetworksDefinition of neural network#Mixture of Experts#Hierarchical Mixture of Experts#Neural Network Controller#Customization of Neural NetworksDefinition of neural network#...
Figure 2.Artificial neural network structure These layers are called the basic elements of architecture and known as nodes/neurons. Connection of nodes is achieved withsynapses, and each node has a weight factor. In anartificial neural networkdesign, signals are passed through the neurons, and simu...
We add the artificial neural network modeling based on SIMULINK and artificial neural network design based on GUI software in this course. All efforts have been made to present material in clear and consistent manner so that it can be read and applied with ease. There are two sections in ...
An artificial neural network (ANN) is applied in the preliminary structural design of reticulated shells. Major efforts are made to enhance the generalization ability of networks through well-selected training samples. Number-theoretic methods (NTMs) are adopted to generate samples with low discrepancy...
Genetic algorithm aided architecture design ofartificial neural network; 基因算法辅助人工神经元网络的结构设计 3) artificial neural networks 人工神经元网络 1. Study on stop position control of a hydraulic press usingartificial neural networks; 人工神经元网络在液压机行程停位控制中的应用 ...
In this study, artificial neural networks have been developed to acquire construction knowledge from past projects to integrate buildability considerations into the preliminary structural design process. Four artificial neural network models are presented. These allow the generation of an expeditious solution...
Unified power flow controllerNeural networkAdaptive critic designModern power systems operate much closer to their stability limits than before. With the ... S Mohagheghi - 《Georgia Institute of Technology》 被引量: 18发表: 2006年 A robust UPFC damping control scheme using PI and ANN based adap...
Introduction to Neural Networks Applications of Artificial Neural Networks: Artificial neural network applications have been used in the field of solar energy for modeling and design of a solar steam generating plant. They are useful in system modeling, such as in implementing complex mapping and syst...
In this paper, artificial neural network (ANN) and adaptive neuro-fuzzy inference system (ANFIS) are used as maximum power point tracking controllers to improve the performance of a stand-alone photovoltaic system. Based on the FL-M-160W PV module specifications, the PV panel and the boost co...