[PDF][PDF] Photonic integrated neuro-synaptic core for convolutional spiking neural network

S **ang, Y Shi, Y Zhang, X Guo, L Zheng… - Opto-Electronic …, 2023 - researching.cn
Neuromorphic photonic computing has emerged as a competitive computing paradigm to
overcome the bottlenecks of the von-Neumann architecture. Linear weighting and nonlinear …

A hybrid-integrated photonic spiking neural network framework based on an MZI array and VCSELs-SA

Z Song, S **ang, S Zhao, Y Zhang… - IEEE Journal of …, 2022 - ieeexplore.ieee.org
We propose an inferencing framework of a hybrid-integrated photonic spiking neural
network (PSNN) to perform pattern recognition tasks, where the linear computation is …

Tunable presynaptic weighting in optoelectronic spiking neurons built with laser-coupled resonant tunneling diodes

W Zhang, M Hejda, E Malysheva… - Journal of Physics D …, 2023 - iopscience.iop.org
Optoelectronic artificial spiking neurons are regarded as promising core elements for novel
photonic neuromorphic computing hardware. In this work, we investigate a modular …

Emerging optical materials, devices and systems for photonic neuromorphic computing: introduction to special issue

A Hurtado, B Romeira, S Buckley, Z Cheng… - Optical Materials …, 2022 - opg.optica.org
Emerging Optical Materials, Devices and Systems for Photonic Neuromorphic Computing:
introduction to special issue clickable element to expand a topic LOGIN OR CREATE …

Neuromorphic nanophotonic systems for artificial intelligence

M Hejda - 2023 - stax.strath.ac.uk
Over the last decade, we have witnessed an astonishing pace of development in the field of
artificial intelligence (AI), followed by proliferation of AI algorithms into virtually every domain …

Neuromorphic photonic systems with lasers

J Robertson - 2022 - stax.strath.ac.uk
In this thesis we investigate the technology of Vertical Cavity Surface Emitting Lasers
(VCSELs) as potential candidates for neuromorphic (brain-like) photonic computing …