OMB Individually Reported
Developing Quantum Reservoir Computing Hardware and Software for Deep Learning
Low riskExact public inventory row
Description
This study uses integrated photonic circuits, mode-locked lasers and quantum optics to perform fast computing that use that to train the recurrent neural network deep learning through the so-called “reservoir computing” technique.
AI / analytics pattern
Classical/Predictive Machine Learning: Models trained on data to make predictions or classifications based on identified patterns or relationships.
Automation level / stage
a) Pre-deployment – The use case is in a development or acquisition status.
Expected benefit
This study uses integrated photonic circuits, mode-locked lasers and quantum optics to perform fast computing that use that to train the recurrent neural network deep learning through the so-called “reservoir computing” technique.
Controls / human review
ATO: Not reported; PIA: Not published