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A comment on Understanding Convolution in Deep Learning (2015). Parent comment
Convolution of f and g at t is:
integration of f(x) * g(t - x)
integration of f(x) * g(t + x)
Convolution of f and g at t is:
Cross correlation(which is termed convolution in DL) at t is: See the figure in the wikipedia page you shared.