Integrated photonic tensor processing unit for a matrix multiply: a review

N Peserico, BJ Shastri, VJ Sorger - Journal of Lightwave Technology, 2023 - opg.optica.org
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 …

Hybrid photonic integrated circuits for neuromorphic computing

R Xu, S Taheriniya, AP Ovvyan, JR Bankwitz… - Optical Materials …, 2023 - opg.optica.org
The burgeoning of artificial intelligence has brought great convenience to people's lives as
large-scale computational models have emerged. Artificial intelligence-related applications …

Event-driven adaptive optical neural network

F Brückerhoff-Plückelmann, I Bente, M Becker… - Science …, 2023 - science.org
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 …

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 …

[HTML][HTML] Roadmap to neuromorphic computing with emerging technologies

A Mehonic, D Ielmini, K Roy, O Mutlu, S Kvatinsky… - APL Materials, 2024 - pubs.aip.org
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 …

Realization of an integrated coherent photonic platform for scalable matrix operations

S Rahimi Kari, NA Nobile, D Pantin, V Shah… - Optica, 2024 - opg.optica.org
Optical processing of information holds great promise for addressing many challenges
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

S Wredh, Y Wang, JKW Yang… - Advanced Optical …, 2024 - Wiley Online Library
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 …

Perspective on 3D vertically-integrated photonic neural networks based on VCSEL arrays

M Gu, Y Dong, H Yu, H Luan, Q Zhang - Nanophotonics, 2023 - degruyter.com
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 …

Emerging Materials and Computing Paradigms for Temporal Signal Analysis

T Zhang, S Wozniak, GS Syed, P Mannocci… - Advanced …, 2025 - Wiley Online Library
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 …

High-density integrated photonic tensor processing unit with a matrix multiply compiler

X Ma, N Peserico, A Khaled, Z Guo, B Nouri, H Dalir… - 2022 - researchsquare.com
Abstract Machine learning and artificial intelligence (AI) is becoming a ubiquitous
technology of the looming industry-4.0 era. However, progress of adopting intelligent …