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三层前馈神经网络的BP算法。程序具有以下功能:
(1) 允许选择各层节点数;
(2) 允许选用不同的学习率η;
(3) 能对权值进行初始化,初始化用[-1、1]区间的随机数;
(4)允许选用单极性和双极性两种不同Sigmoid型转移函数。
-Three-tier feed-forward neural network BP algorithm. Procedures have the following functions: (1) allows to choose the
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采用CMAC前馈网络,将CMAC和PID结合起来对系统进行前馈控制-CMAC using feedforward networks, will combine the CMAC and PID of the feed-forward control system
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BP神经网络,用于函数逼近。程序中先用一定间隔的函数数值对神经网络进行训练,待算法大致收敛后,然后用测试数据进行测试。并输出函数逼近的误差-BP feed-forward backpropagation network,which is used to approximate function.
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针对各种机器学习,深度学习领域的一个matlab工具包-A machine learning library focused on deep learning.Following algorithms and models are provided along with some static utility classes:
- Naive Bayes, Linear Regression, Logistic Regression, Softmax Regression, Linear S
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