Library "MathSpecialFunctionsConvolve1D"
Convolution is one of the most important mathematical operations used in signal processing. This simple mathematical operation pops up in many scientific and industrial applications, from its use in a billion-layer large CNN to simple image denoising.
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Reference:
algorithm-archive.org/contents/convolutions/1d/1d.html
numpy.org/doc/stable/reference/generated/numpy.convolve.html
lloydrochester.com/post/c/convolution/
geeksforgeeks.org/how-to-perform-faster-convolutions-using-fast-fourier-transformfft-in-python/
f(signal, filter)
Convolve
Parameters:
signal (array<float>): List with signal data.
filter (array<float>): List with weights to apply to the signal data.
Returns: Discrete, linear convolution of `signal` and `filter`.
Convolution is one of the most important mathematical operations used in signal processing. This simple mathematical operation pops up in many scientific and industrial applications, from its use in a billion-layer large CNN to simple image denoising.
___
Reference:
algorithm-archive.org/contents/convolutions/1d/1d.html
numpy.org/doc/stable/reference/generated/numpy.convolve.html
lloydrochester.com/post/c/convolution/
geeksforgeeks.org/how-to-perform-faster-convolutions-using-fast-fourier-transformfft-in-python/
f(signal, filter)
Convolve
Parameters:
signal (array<float>): List with signal data.
filter (array<float>): List with weights to apply to the signal data.
Returns: Discrete, linear convolution of `signal` and `filter`.
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