Visual guide to the Quantum Fourier Transform: from binary numbers and roots of unity to the QFT circuit, with comparisons to classical DFT and implications for Shor's algorithm.

A unified treatment of 1D signal convolution, 2D image convolution via the convolution theorem, and graph convolution as a spectral operation on the normalized Laplacian.