A 1-D CNN inference engine for constrained platforms

Ishwar Mudraje, Kai Vogelgesang, Thorsten Herfet

1D-CNNs are used for time series classification in various domains with a high degree of accuracy. Most implementations collect the incoming data samples in a buffer before perform…