This program demonstrates some function approximation capabilities of a Radial Basis Function Networ - 免费下载

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资源简介

This program demonstrates some function approximation capabilities of a Radial Basis Function Network. The user supplies a set of training points which represent some "sample" points for some arbitrary curve. Next, the user specifies the number of equally spaced gaussian centers and the variance for the network. Using the training samples, the weights multiplying each of the gaussian basis functions arecalculated using the pseudo-inverse (yielding the minimum least-squares solution). The resulting network is then used to approximate the function between the given "sample" points.

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📂 共 12 个源码文件 点击文件名可在线查看源代码

1 🌐
index.html
大小: 1.1 KB
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2 ☕
datadisp.java
大小: 3.38 KB
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3 ☕
gausscenter.java
大小: 1.04 KB
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4 ☕
rbfunction.java
大小: 6.17 KB
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5 ☕
network.java
大小: 13.43 KB
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6 ☕
datapoints.java
大小: 1.68 KB
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7 🌐
index.html
大小: 1.1 KB
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8 ☕
datadisp.java
大小: 3.38 KB
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9 ☕
gausscenter.java
大小: 1.04 KB
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10 ☕
rbfunction.java
大小: 6.17 KB
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11 ☕
network.java
大小: 13.43 KB
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12 ☕
datapoints.java
大小: 1.68 KB
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