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PhotonicQRC
Photonic Quantum Reservoir Computing
FunderFrench National Research Agency (ANR)
Funder Contribution €439,296.00
DurationFrom 01 Mar 2022
Project codeANR-21-CE47-0021
Identifiers
Description
In PhotonicQRC we will implement a disruptive photonic quantum reservoir computer for the first time. Quantum reservoir computing combines novel machine learning with quantum physics: a complex, un-optimized coherent quantum state (the reservoir) is linearly transformed to emulate a target quantum system. The key advantage is that the exponentially scaling dimensionality of quantum physics can be exploited under relaxed, hence more hardware friendly conditions. Based on the unique expertise of the 4 partners, we will experimentally demonstrate networks of >10 electrically-tuned semiconductor quantum dots (TUB) coherently coupled via integrated photonic waveguides using the latest 3D additive fabrication (FEMTO-ST). Comprehensive theoretical investigations on the required coherence-level (Uni Bremen) will be experimentally confirmed based on demonstrated entangled photon sources (SU). PhotonicQRC will investigate fundamental questions and realize a first of its kind quantum computer.
Partners (4)
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In PhotonicQRC we will implement a disruptive photonic quantum reservoir computer for the first time. Quantum reservoir computing combines novel machine learning with quantum physics: a complex, un-optimized coherent quantum state (the reservoir) is linearly transformed to emulate a target quantum system. The key advantage is that the exponentially scaling dimensionality of quantum physics can be exploited under relaxed, hence more hardware friendly conditions. Based on the unique expertise of the 4 partners, we will experimentally demonstrate networks of >10 electrically-tuned semiconductor quantum dots (TUB) coherently coupled via integrated photonic waveguides using the latest 3D additive fabrication (FEMTO-ST). Comprehensive theoretical investigations on the required coherence-level (Uni Bremen) will be experimentally confirmed based on demonstrated entangled photon sources (SU). PhotonicQRC will investigate fundamental questions and realize a first of its kind quantum computer.
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