Photonics for artificial intelligence and neuromorphic computing

BJ Shastri, AN Tait, T Ferreira de Lima, WHP Pernice… - Nature …, 2021 - nature.com
Research in photonic computing has flourished due to the proliferation of optoelectronic
components on photonic integration platforms. Photonic integrated circuits have enabled …

Recent advances in two-dimensional-material-based sensing technology toward health and environmental monitoring applications

D Tyagi, H Wang, W Huang, L Hu, Y Tang, Z Guo… - Nanoscale, 2020 - pubs.rsc.org
Monitoring harmful and toxic chemicals, gases, microorganisms, and radiation has been a
challenge to the scientific community for the betterment of human health and environment …

[HTML][HTML] 2022 Roadmap on integrated quantum photonics

G Moody, VJ Sorger, DJ Blumenthal… - Journal of Physics …, 2022 - iopscience.iop.org
Integrated photonics will play a key role in quantum systems as they grow from few-qubit
prototypes to tens of thousands of qubits. The underlying optical quantum technologies can …

[HTML][HTML] Superconducting nanowire single-photon detectors: A perspective on evolution, state-of-the-art, future developments, and applications

I Esmaeil Zadeh, J Chang, JWN Los, S Gyger… - Applied Physics …, 2021 - pubs.aip.org
Two decades after their demonstration, superconducting nanowire single-photon detectors
(SNSPDs) have become indispensable tools for quantum photonics as well as for many …

[HTML][HTML] Roadmap on emerging hardware and technology for machine learning

K Berggren, Q Xia, KK Likharev, DB Strukov… - …, 2020 - iopscience.iop.org
Recent progress in artificial intelligence is largely attributed to the rapid development of
machine learning, especially in the algorithm and neural network models. However, it is the …

Silicon photonic modulator neuron

AN Tait, T Ferreira de Lima, MA Nahmias, HB Miller… - Physical Review …, 2019 - APS
There has been recent interest in neuromorphic photonics, a field with the promise to access
pivotal and unexplored regimes of machine intelligence. Progress has been made on …

[HTML][HTML] 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 …

Machine learning with neuromorphic photonics

TF De Lima, HT Peng, AN Tait, MA Nahmias… - Journal of Lightwave …, 2019 - opg.optica.org
Neuromorphic photonics has experienced a recent surge of interest over the last few years,
promising orders of magnitude improvements in both speed and energy efficiency over …

Detection of single W-centers in silicon

Y Baron, A Durand, P Udvarhelyi, T Herzig… - ACS …, 2022 - ACS Publications
Controlling the quantum properties of individual fluorescent defects in silicon is a key
challenge toward large-scale advanced quantum photonic devices. Research efforts have …

[HTML][HTML] Waveguide-integrated superconducting nanowire single-photon detectors

S Ferrari, C Schuck, W Pernice - Nanophotonics, 2018 - degruyter.com
Integration of superconducting nanowire single-photon detectors with nanophotonic
waveguides is a key technological step that enables a broad range of classical and quantum …