Abstract:This paper developes a new method for the pixel classification of an intensity image. A neural networks of non -linear analog neurons have been shown extremely effective. This problem is considered as an optimally classification of an image based on their original activation. Optimization is defined in terms of energy which is a function of neurons the output values which vary continuously. The neurons are modelled as amplifiers which have sigmoid monotonic input -output relations. A synapse between two neuron… Show more
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