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计算机应用研究 2011
Discrete process neural networks training based on spline function
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Abstract:
To solve the problem of process neural networks (PNN) can not receive discrete samples,this paper proposed the discrete PNN training algorithm based on piecewise spline interpolation function.Firstly,divided sampling interval into several sub-intervals by sampling points, and then constructed the piecewise spline functions of samples and weights in the sampling interval. Secondly,computed the integrals of the product functions of samples and weights functions in the sampling interval, and submitted to proce...