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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 …
Hybrid photonic integrated circuits for neuromorphic computing
The burgeoning of artificial intelligence has brought great convenience to people's lives as
large-scale computational models have emerged. Artificial intelligence-related applications …
large-scale computational models have emerged. Artificial intelligence-related applications …
Event-driven adaptive optical neural network
We present an adaptive optical neural network based on a large-scale event-driven
architecture. In addition to changing the synaptic weights (synaptic plasticity), the optical …
architecture. In addition to changing the synaptic weights (synaptic plasticity), the optical …
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 …
[HTML][HTML] Roadmap to neuromorphic computing with emerging technologies
The growing adoption of data-driven applications, such as artificial intelligence (AI), is
transforming the way we interact with technology. Currently, the deployment of AI and …
transforming the way we interact with technology. Currently, the deployment of AI and …
Realization of an integrated coherent photonic platform for scalable matrix operations
Optical processing of information holds great promise for addressing many challenges
facing the field of computing. However, integrated photonic processors are typically limited …
facing the field of computing. However, integrated photonic processors are typically limited …
Multi‐Level Optical Switching by Amorphization in Single‐and Multi‐Phase Change Material Structures
The optical properties of phase‐change materials (PCMs) can be tuned to multiple levels by
controlling the transition between their amorphous and crystalline phases. In multi‐material …
controlling the transition between their amorphous and crystalline phases. In multi‐material …
Perspective on 3D vertically-integrated photonic neural networks based on VCSEL arrays
The rapid development of artificial intelligence has stimulated the interest in the novel
designs of photonic neural networks. As three-dimensional (3D) neural networks, the …
designs of photonic neural networks. As three-dimensional (3D) neural networks, the …
Emerging Materials and Computing Paradigms for Temporal Signal Analysis
In the era of relentless data generation and dynamic information streams, the demand for
efficient and robust temporal signal analysis has intensified across diverse domains such as …
efficient and robust temporal signal analysis has intensified across diverse domains such as …
High-density integrated photonic tensor processing unit with a matrix multiply compiler
Abstract Machine learning and artificial intelligence (AI) is becoming a ubiquitous
technology of the looming industry-4.0 era. However, progress of adopting intelligent …
technology of the looming industry-4.0 era. However, progress of adopting intelligent …