Talk:Cellular neural network

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   ... the neighborhood includes the cell itself and its eight nearest neighboring cells (see Fig. 1).  

- Line 11 from top of the “Standard CNN model” section, the underlined word should be inserted as follow:

  .... while z is a scalar; therefore, in total just 19 real numbers determines the CNN dynamics.

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  .... A standard two- dimensional CNN is defined on an MxN rectangular array.

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  .... Therefore, in order to calculate the state of the cells on the boundary of the array, it is necessary ....

- Line 22 from top of the “Standard CNN model” section, “Dirichelet” should be changed as follow:

   Dirichelet  => Dirichlet

- Line 31 from top of the “Standard CNN model” section, the word “reaches” should be replaced by “converges to” as follow:

  ...., the CNN converges to a steady state which depends on the initial state and the input.

- Line 2 from the top of the “CNN-Universal Machine and Cellular Wave” section, the word “potentialities” should be replaced by “potential applications” as follow:

   .... The potential applications of a Cellular Neural/Nonlinear Network are fully exploit (CNN-UM), whose architecture is shown in Fig. 4. …

- Line 3 to Line 5 from the last line of the “CNN-Universal Machine and Cellular Wave” section, the sentences should be changed as follow:

   ....  As the philosophy of this paradigm is completely different from that of a standard digital computer. Complex problems, like a typical reaction-diffusion equation, become trivial in this architecture, since the problem is solved by a single instruction.

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… however, the most popular is the two-dimensional CNNs organized in a eight-neighbor rectangular grid.

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- Line 4 at “Standard CNN model” section

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….which contain the weights of the neural/nonlinear network,

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- Line 14 at Biological and technological motivations

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Furthermore, technology has changed dramatically in the last years…

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