[PDF][PDF] Photonic integrated neuro-synaptic core for convolutional spiking neural network
Neuromorphic photonic computing has emerged as a competitive computing paradigm to
overcome the bottlenecks of the von-Neumann architecture. Linear weighting and nonlinear …
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 …
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
Optoelectronic artificial spiking neurons are regarded as promising core elements for novel
photonic neuromorphic computing hardware. In this work, we investigate a modular …
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
Emerging Optical Materials, Devices and Systems for Photonic Neuromorphic Computing:
introduction to special issue clickable element to expand a topic LOGIN OR CREATE …
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 …
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 …
(VCSELs) as potential candidates for neuromorphic (brain-like) photonic computing …