Is linear convolution same thing as aperiodic convolution?
What they call noncircular or aperiodic convolution is more commonly called linear convolution. Linear convolution describes the input-output relation of linear time-invariant (LTI) systems. Linear convolution can be computed via circular convolution if we use sufficient zero-padding. Circular convolution is important because it can be computed using fast algorithms (FFT).