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Scaling capacity of fiber-optic transmission systems via silicon photonics
The tremendous growth of data traffic has spurred a rapid evolution of optical
communications for a higher data transmission capacity. Next-generation fiber-optic …
communications for a higher data transmission capacity. Next-generation fiber-optic …
Scaling up silicon photonic-based accelerators: Challenges and opportunities
Digital accelerators in the latest generation of complementary metal–oxide–semiconductor
processes support, multiply, and accumulate (MAC) operations at energy efficiencies …
processes support, multiply, and accumulate (MAC) operations at energy efficiencies …
Silicon microring synapses enable photonic deep learning beyond 9-bit precision
Deep neural networks (DNNs) consist of layers of neurons interconnected by synaptic
weights. A high bit-precision in weights is generally required to guarantee high accuracy in …
weights. A high bit-precision in weights is generally required to guarantee high accuracy in …
Integrated photonic tensor processing unit for a matrix multiply: a review
The explosion of artificial intelligence and machine-learning algorithms, connected to the
exponential growth of the exchanged data, is driving a search for novel application-specific …
exponential growth of the exchanged data, is driving a search for novel application-specific …
Silicon‐based integrated label‐free optofluidic biosensors: latest advances and roadmap
By virtue of the well‐developed micro‐and nanofabrication technologies and rapidly
progressing surface functionalization strategies, silicon‐based devices have been widely …
progressing surface functionalization strategies, silicon‐based devices have been widely …
[HTML][HTML] Demonstration of scalable microring weight bank control for large-scale photonic integrated circuits
Microring resonators (MRRs) are reconfigurable optical elements ubiquitous in photonic
integrated circuits. Owing to its high sensitivity, MRR control is very challenging, especially …
integrated circuits. Owing to its high sensitivity, MRR control is very challenging, especially …
Fabrication and integration of photonic devices for phase-change memory and neuromorphic computing
W Zhou, X Shen, X Yang, J Wang… - International Journal of …, 2024 - iopscience.iop.org
In the past decade, there has been tremendous progress in integrating chalcogenide phase-
change materials (PCMs) on the silicon photonic platform for non-volatile memory to …
change materials (PCMs) on the silicon photonic platform for non-volatile memory to …
A survey on silicon photonics for deep learning
Deep learning has led to unprecedented successes in solving some very difficult problems
in domains such as computer vision, natural language processing, and general pattern …
in domains such as computer vision, natural language processing, and general pattern …
The diamond mesh, a phase-error-and loss-tolerant field-programmable MZI-based optical processor for optical neural networks
F Shokraneh, S Geoffroy-Gagnon… - Optics …, 2020 - opg.optica.org
This paper presents the performance analysis of a phase error-and loss-tolerant multiport
field-programmable MZI-based structure for optical neural networks (ONNs). Compared to …
field-programmable MZI-based structure for optical neural networks (ONNs). Compared to …
A Single Layer Neural Network Implemented by a MZI-Based Optical Processor
F Shokraneh, S Geoffroy-Gagnon… - IEEE Photonics …, 2019 - ieeexplore.ieee.org
Implementing any linear transformation matrix through the optical channels of an on-chip
reconfigurable multiport interferometer has been emerging as a promising technique for …
reconfigurable multiport interferometer has been emerging as a promising technique for …