Extended Data Table 1 Comparisons of time and memory complexity between different computing platforms

From: Synthetic-domain computing and neural networks using lithium niobate integrated nonlinear phononics

 

Device number

Time complexity

Memory complexity

Synthetic frequency domain computing (this work)

O(1)

O(N2logN) +O(MNlogN)

O(N2)

Spatiotemporally encoded N-ports analog computing

O(N2)

O(M)

O(N2)

Digital computing

O(1)

O(MN2)

O(N2)

  1. The task is to multiply M vectors of dimension N by a matrix of dimension N-by-N.