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A novel application to the optimization of neural networks is presented in this paper. Here, the weight and architecture optimization of neural networks can be formulated as a mixed-integer optimization problem. And then a mixed-integer evolutionary algorithm (Mixed-Integer Hybrid Differential Evolution, MIHDE) is used to optimize the neural network. Finally, the optimized neural network is applied...
In this paper, an Artificial Autoassociative Neural Network (AANN) is implemented by Network on Chip (NoC) architecture to solve communication and performance problem. This proposed NoC based system can map four neurons in one PE and the whole system consists of PEs each of which connects with a router. This system is reconfigurable and extendable so that it can easily suit for different applications...
This paper describes and discusses a novel approach that uses artificial neural networks (ANN) to extend the measurement range of fiber Bragg gratings (FBGs) interrogators based on fixed narrowband filter demodulation. Interrogators with fixed spectral filters use only one edge of the filter to demodulate the signal. The proposed method uses narrowband FBG's filters, where both edges of the entire...
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