文件名称:Fuzzy-Neural-Network-by-matlab

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这是一个四个不同的S函数实现集合的递归模糊神经网络(RFNN)。该网络采用了4组可调参数,这使得它非常适合在线学习/操作,从而可应用到系统识别等方面。-This is a collection of four different S-function implementations of the recurrent fuzzy neural network (RFNN) described in detail in [1]. It is a four-layer, neuro-fuzzy network trained exclusively by error backpropagation at layers 2 and 4. The network employs 4 sets of adjustable parameters. In Layer 2: mean[i,j], sigma[i,j] and Theta[i,j] and in Layer 4: Weights w4[m,j]. The network uses considerably less adjustable parameters than ANFIS/CANFIS and therefore, its training is generally faster. This makes it ideal for on-line learning/operation. Also, its approximating/mapping power is increased due to the employment of dynamic elements within Layer 2. Scatter-type and Grid-type methods are selected for input space partitioning.
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下载文件列表





Demos

.....\rfnn_miso_scatter_demo.mdl

.....\rfnn_mimo_grid_demo.mdl

.....\rfnn_miso_scatter_demo2.mdl

.....\rfnn_miso_grid_demo.mdl

.....\rfnn_mimo_scatter_demo.mdl

.....\rfnn_miso_grid_demo3.mdl

.....\Utilities

.....\.........\SimDataGenAnfis1.m

.....\.........\MG_Check.dat

.....\.........\MG_Train.dat

.....\rfnn_miso_grid_demo2.mdl

Library

.......\RFNN_matlab.mdl

S-functions

...........\rfnn_miso_grid.m

...........\rfnn_miso_scatter.m

...........\comb.m

...........\rfnn_mimo_grid.m

...........\rfnn_mimo_scatter.m

license.txt

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