Exceptional efficiency of polariton neural networks

Machine learning and artificial intelligence are an important part of the economy. However, the data- and power-hungry algorithms put a strain on computing systems, which have to fulfill the requirements of fast and efficient data processing. In our work published in Physical Review Applied, we demonstrate that among the possible platforms for all-optical information processing, microcavity exciton-polaritons are particularly promising in terms of speed and energy efficiency.

Efficiency of polariton networks