Photonic (computational) memories: tunable nanophotonics for data storage and computing

C Lian, C Vagionas, T Alexoudi, N Pleros… - …, 2022 - degruyter.com
The exponential growth of information stored in data centers and computational power
required for various data-intensive applications, such as deep learning and AI, call for new …

A review of capabilities and scope for hybrid integration offered by silicon-nitride-based photonic integrated circuits

F Gardes, A Shooa, G De Paoli, I Skandalos, S Ilie… - Sensors, 2022 - mdpi.com
In this review we present some of the recent advances in the field of silicon nitride photonic
integrated circuits. The review focuses on the material deposition techniques currently …

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 …

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 …

[HTML][HTML] Electrically programmable phase-change photonic memory for optical neural networks with nanoseconds in situ training capability

M Wei, J Li, Z Chen, B Tang, Z Jia, P Zhang… - Advanced …, 2023 - spiedigitallibrary.org
Optical neural networks (ONNs), enabling low latency and high parallel data processing
without electromagnetic interference, have become a viable player for fast and energy …

A large scale photonic matrix processor enabled by charge accumulation

F Brückerhoff-Plückelmann, I Bente, D Wendland… - …, 2023 - degruyter.com
Integrated neuromorphic photonic circuits aim to power complex artificial neural networks
(ANNs) in an energy and time efficient way by exploiting the large bandwidth and the low …

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 …

Scalable non‐volatile tuning of photonic computational memories by automated silicon ion implantation

A Varri, S Taheriniya… - Advanced …, 2024 - Wiley Online Library
Photonic integrated circuits (PICs) are revolutionizing the realm of information technology,
promising unprecedented speeds and efficiency in data processing and optical …

A survey on optical phase-change memory: The promise and challenges

A Shafiee, S Pasricha, M Nikdast - IEEE Access, 2023 - ieeexplore.ieee.org
Silicon photonics (SiPh) technology has facilitated the deployment of integrated photonics
across different application domains, from ultra-fast communication in Datacom applications …

Fully integrated four-channel wavelength-division multiplexed QKD receiver

F Beutel, F Brückerhoff-Plückelmann, H Gehring… - Optica, 2022 - opg.optica.org
Quantum key distribution (QKD) enables secure communication even in the presence of
advanced quantum computers. However, scaling up discrete-variable QKD to high key rates …