T. O. Da Silva

Inspection Factorization for Hardware-Efficient 2D Fast Convolution

Fast convolution is widely used to reduce the arithmetic cost of small-kernel CNN convolutions. However, its hardware efficiency depends not only on the number of transform-domain multiplications, but also on the complexity of the transform stages. This work proposes Inspection Factorization (IF) as an alternative to c...