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Concept
Convolution Operation
Convolution operation
is a
mathematical technique
used in
signal processing
and
deep learning
to
combine two functions
, often used to
extract features
from data by
applying a filter
to an
input signal
. It involves
sliding a kernel
over an input to produce a
feature map
, and is fundamental in the functioning of
convolutional neural networks
(CNNs) for tasks like image and
speech recognition
.
Relevant Degrees
Computational Mathematics 100%
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