Time Stretch Computing for Ultrafast Single-shot Data Acquisition and Inference

We introduce the concept of Lambda Kernel Computing – a method that accelerates inference by a nonlinear transformation of spectrally modulated data. Applications to time stretch microscopy and nonlinear classification are demonstrated.