Convolution in Matlab and Python | 3 Modes of Convolution [DSP #11]

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In this video, we are discussing the convolution functions of NumPy, Scipy, and Matlab.

[1] numpy.convolve documentation: https://numpy.org/doc/stable/referenc...
[2] scipy.signal.convolve documentation: https://docs.scipy.org/doc/scipy/refe...
[3] scipy.signal.fftconvolve documentation: https://docs.scipy.org/doc/scipy/refe...
[4] scipy.signal.oaconvolve documentation: https://docs.scipy.org/doc/scipy/refe...
[5] Matlab's conv documentation: https://de.mathworks.com/help/matlab/...

In case of any doubt in understanding, please, refer to the article above 🙂

00:00 Introduction
00:24 Motivation
00:52 3 modes of convolution
01:18 'Full' mode of convolution
01:55 'Valid' mode of convolution
02:49 'Same' mode of convolution
03:53 numpy.convolve explained
04:10 scipy.signal.convolve explained
05:07 scipy.signal.fftconvolve explained
05:21 scipy.signal.oaconvolve explained
05:54 Matlab's conv function explained
06:25 Summary

#dsp #convolution