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- W157033769 abstract "Publisher Summary This chapter describes competitive and cooperative multimode dynamics in photorefractive ring circuits. Competitive and cooperative interactions play a fundamental role in many neural network models. It has been shown that groups of neurons in the brain become maximally sensitive for different sensory inputs. Such a specialization of neurons is not only genetically predetermined but can also develop dynamically over time. This self-organizing process requires a competitive interaction among the neurons to determine which group becomes the activity center for a given external stimulus. Competitive interactions have been shown to solve a universal problem concerning the evaluation of information by a neural network in the presence of noise. This problem is known as the noise-saturation dilemma and results from the fact that small signals can get lost in noise whereas large signals can saturate the system's response. However, through a competitive coupling among the processing units, the system can automatically retune itself to avoid both noise and saturation." @default.
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- W157033769 date "1992-01-01" @default.
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- W157033769 title "Competitive and Cooperative Multimode Dynamics in Photorefractive Ring Circuits" @default.
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