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public interface LinearApproximator
Finds coefficients on a set of functions so that their linear combination approximates a target Function. In other words, finds a_i so that sum(a_i * f_i(x)) roughly equals t(x) in some sense, where f_i are the functions to be combined and t is a target function, both over some range of the variable x.
Can be used to find decoding vectors and synaptic weights.
Method Summary | |
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LinearApproximator |
clone()
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float[] |
findCoefficients(Function target)
Note: more information is needed than the arguments provide (for example the functions that are to be combined to estimate the target). |
float[][] |
getEvalPoints()
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float[][] |
getValues()
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Method Detail |
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float[] findCoefficients(Function target)
target
- Function to approximate
LinearApproximator clone() throws java.lang.CloneNotSupportedException
java.lang.CloneNotSupportedException
- if clone can't be madefloat[][] getEvalPoints()
float[][] getValues()
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