Quantum systems can generate non-classical correlations that can’t be generated by classical systems. This talk investigates whether quantum devices can recognize patterns that can’t be recognized classically. Deep quantum learning architectures are compared with deep classical learning architectures, and conditions are identified under which universal deep quantum learners can recognize patterns that can’t be recognized by classical learners.
Seth Lloyd (MIT)
Universal Deep Quantum Learning
QuICS Workshop on the Frontiers of Quantum Information and Computer Science (September 28, 2015)