The CoFilter_1D object provides the convolution and pooling operators.
Attributes
- Companion
- class
- Graph
-
- Supertypes
-
class Objecttrait Matchableclass Any
- Self type
-
CoFilter_1D.type
Members list
Value members
Concrete methods
Return the 'valid' (no padding) convolution of cofilter c and input vector x. Caveat: does not include reversal.
Return the 'valid' (no padding) convolution of cofilter c and input vector x. Caveat: does not include reversal.
Value parameters
- c
-
the cofilter vector of coefficient
- x
-
the input/data vector
Attributes
Return the convolution over all data instances.
Return the convolution over all data instances.
Value parameters
- c
-
the cofilter vector of coefficient
- x
-
the input/data matrix
Attributes
Return the 'full' convolution of cofilter c and input vector x.
Return the 'full' convolution of cofilter c and input vector x.
Value parameters
- c
-
the cofilter vector of coefficient
- x
-
the input/data vector
Attributes
Return the 'same' convolution of cofilter c and input vector x. Same means that the size of the result is the same as the input.
Return the 'same' convolution of cofilter c and input vector x. Same means that the size of the result is the same as the input.
Value parameters
- c
-
the cofilter vector of coefficient
- x
-
the input/data vector
Attributes
Return the max-pooling results over all pooling windows.
Return the max-pooling results over all pooling windows.
Value parameters
- s
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the the size of the pooling window
- x
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the input/data vector