Prototyping Algorithm
Take x samples of the image (x is a high number like 1000). In our case, these samples would consist of small region of the image (perhaps 15x15 pixels).
Create y number of prototypes (y is normally a smaller number like 9).
Prototyping
Prototyping is an important step in the development of a practical artificial intelligence application.
I also recall doing a SPICE simulation of a three neuron connection during prototyping. The simulation was pretty slow (of course, it was actually a simulation of a simulator, so...).
International Journal of Engineering Simulation (IJES) - Computer software/hardware simulation tools and development, including Virtual Reality and Virtual Prototyping, Numerical analysis, Fuzzy Logic,Neural Networks, Fractals and Chaos theory, ...
I. Mierswa, M. Wurst, R. Klinkenberg, M. Scholz, and T. Euler: YALE: Rapid Prototyping for Complex Data Mining Tasks, in Proceedings of the 12th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-06), 2006.d ...
Design Focus: Using STNs in prototyping
Design Focus: Digital watch - documentation and analysis
16.4 Textual dialog notations ...
For a number of reasons, including the size of many AI application programs, the importance of a prototyping methodology, the tendency of search algorithms to generate huge spaces, ...
Roughly speaking, the number of neurons and layers affects the ability to approximate functions precisely; we'll use both single-layer perceptrons (SLP) and multi-layer perceptrons (MLP) for prototyping.
 See also: Artificial intelligence, Knowledge, Neural network, Percept, AI
  
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