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Single chip photonic deep neural network with accelerated training
S Bandyopadhyay, A Sludds, S Krastanov… - ar** quantum technologies
such as transceivers for quantum communication and integrated photonic chips for quantum …
such as transceivers for quantum communication and integrated photonic chips for quantum …
An electro-photonic system for accelerating deep neural networks
The number of parameters in deep neural networks (DNNs) is scaling at about 5× the rate of
Moore's Law. To sustain this growth, photonic computing is a promising avenue, as it …
Moore's Law. To sustain this growth, photonic computing is a promising avenue, as it …
Asymptotically fault-tolerant programmable photonics
Component errors limit the scaling of programmable coherent photonic circuits. These errors
arise because the standard tunable photonic coupler—the Mach-Zehnder interferometer …
arise because the standard tunable photonic coupler—the Mach-Zehnder interferometer …
Accurate self-configuration of rectangular multiport interferometers
Multiport interferometers based on integrated beamsplitter meshes are widely used in
photonic technologies. While the rectangular mesh is favored for its compactness and …
photonic technologies. While the rectangular mesh is favored for its compactness and …
Transferable learning on analog hardware
While analog neural network (NN) accelerators promise massive energy and time savings,
an important challenge is to make them robust to static fabrication error. Present-day training …
an important challenge is to make them robust to static fabrication error. Present-day training …
Heavy tails and pruning in programmable photonic circuits for universal unitaries
Develo** hardware for high-dimensional unitary operators plays a vital role in
implementing quantum computations and deep learning accelerations. Programmable …
implementing quantum computations and deep learning accelerations. Programmable …
Iterative configuration of programmable unitary converter based on few-layer redundant multiplane light conversion
Programmable unitary photonic devices are emerging as promising tools to implement
unitary transformation for quantum information processing, machine learning, and optical …
unitary transformation for quantum information processing, machine learning, and optical …
Electro-optically programmable photonic circuits enabled by wafer-scale integration on thin-film lithium niobate
Y Zheng, H Zhong, H Zhang, L Song, J Liu, Y Liang… - Physical Review …, 2023 - APS
Programmable photonic circuits performing universal linear-optical transformations underpin
vital functions in photonic quantum information processing, quantum-enhanced sensor …
vital functions in photonic quantum information processing, quantum-enhanced sensor …