Ultrafast All-Optical Matrix-Vector Multiplication Based on Four-Wave Mixing

We propose a nonlinear optical approach for ultra-fast, matrix-vector multiplications as required in machine-learning tasks. Optical multiplication is experimentally demonstrated, with less than 0.05% classification accuracy reduction compared to digital results on the MNIST dataset.