Class | Description |
---|---|
Abs |
Abs elementwise function
|
ACos |
Log elementwise function
|
ASin |
Arcsin elementwise function
|
ATan |
Arc Tangent elementwise function
|
Ceil |
Ceiling elementwise function
|
Cos |
Cosine elementwise function
|
Exp |
Exp elementwise function
|
Floor |
Floor elementwise function
|
HardTanh |
Hard tanh elementwise function
|
HardTanhDerivative |
Hard tanh elementwise function
|
Identity |
Identity function
|
LinearIndex |
Collects the linear indexes
for a given vector.
|
Log |
Log elementwise function
|
MaxOut |
Max out activation:
http://arxiv.org/pdf/1302.4389.pdf
|
Negative |
Negative function
|
OneMinus |
1 - input
|
Ones |
Ones (represents a constant)
|
Pow |
Pow function
|
RectifedLinear |
Rectified linear units
|
Round |
Rounding function
|
SetRange |
Set range to a particular set of values
|
Sigmoid |
Sigmoid function
|
SigmoidDerivative |
Sigmoid derivative
|
Sign |
Signum function
|
Sin |
Log elementwise function
|
SoftMax |
Soft max function
row_maxes is a row vector (max for each row)
row_maxes = rowmaxes(input)
diff = exp(input - max) / diff.rowSums()
Outputs a probability distribution.
|
SoftMaxDerivative |
Softmax derivative
|
Sqrt |
Sqrt function
|
Stabilize |
Stabilization function, forces values to be within a range
|
Tanh |
Tanh elementwise function
|
VectorFFT |
Encapsulated vector operation
|
VectorIFFT |
Single ifft operation
|
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