منابع مشابه
Cellular neural network
A Cellular Neural Network (CNN), also known as Cellular Nonlinear Network, is an array of dynamical systems (cells) or coupled networks with local connections only. Cells can be arranged in several configurations; however, the most popular is the two-dimensional CNNs organized in an eight-neighbor rectangular grid. Each cell has an input, a state, and an output, and it interacts directly only w...
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A mesh model is implemented on cellular neural networks. We devise a new energy function for the mesh model in the form of cellular neural network. By operating the parameters of the cellular neural networks, the mesh guided by this energy function will behave as in.
متن کاملCellular Neural Network Parallelization Rules∗
We present “Rules of Thumb” for efficient and simple parallelization of Cellular Neural Networks (CNNs). The rules result from the application and optimization of the simple but effective structural data parallel approach, which is based on the SPMD model. The process of parallelizing the algorithm employs HPF to generate an MPI-based program.
متن کاملDEVELOPMENT OF NEURAL NETWORK MODELS TO ESTIMATE LATERAL-DISTORTIONAL BUCKLING RESISTANCE OF CELLULAR STEEL BEAMS
The lateral-torsional buckling (LTB) strength of cellular steel girders that were subjected to web distortion was rarely examined. Since no formulation has been presented for predicting the capacity of such beams, in the current paper an extensive numerical investigation containing 660 specimens was modeled using finite element analysis (FEA) to consider the ultimate lateral-distortional buckli...
متن کاملDeformable Object Modelling Through Cellular Neural Network
This paper presents a new methodology for the deformable object modelling by drawing an analogy between cellular neural network (CNN) and elastic deformation. The potential energy stored in an elastic body as a result of a deformation caused by an external force is propagated among mass points by the non-linear CNN activity. An improved autonomous CNN model is developed for propagating the ener...
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ژورنال
عنوان ژورنال: Scholarpedia
سال: 2009
ISSN: 1941-6016
DOI: 10.4249/scholarpedia.1519