Photonic matrix multiplication lights up photonic accelerator and beyond
Matrix computation, as a fundamental building block of information processing in science
and technology, contributes most of the computational overheads in modern signal …
and technology, contributes most of the computational overheads in modern signal …
[PDF][PDF] Intelligent metaphotonics empowered by machine learning
In the recent years, a dramatic boost of the research is observed at the junction of photonics,
machine learning and artificial intelligence. A new methodology can be applied to the …
machine learning and artificial intelligence. A new methodology can be applied to the …
Recent progress of integrated circuits and optoelectronic chips
Integrated circuits (ICs) and optoelectronic chips are the foundation stones of the modern
information society. The IC industry has been driven by the so-called “Moore's law” in the …
information society. The IC industry has been driven by the so-called “Moore's law” in the …
[HTML][HTML] Photonic and optoelectronic neuromorphic computing
Recent advances in neuromorphic computing have established a computational framework
that removes the processor-memory bottleneck evident in traditional von Neumann …
that removes the processor-memory bottleneck evident in traditional von Neumann …
Hardware-algorithm collaborative computing with photonic spiking neuron chip based on an integrated Fabry–Perot laser with a saturable absorber
Photonic neuromorphic computing has emerged as a promising approach to building a low-
latency and energy-efficient non-von Neuman computing system. A photonic spiking neural …
latency and energy-efficient non-von Neuman computing system. A photonic spiking neural …
High-performance asymmetric electrode structured light-stimulated synaptic transistor for artificial neural networks
Y Ran, W Lu, X Wang, Z Qin, X Qin, G Lu, Z Hu… - Materials …, 2023 - pubs.rsc.org
Photonics neuromorphic computing shows great prospects due to the advantages of low
latency, low power consumption and high bandwidth. Transistors with asymmetric electrode …
latency, low power consumption and high bandwidth. Transistors with asymmetric electrode …
Perspective on unconventional computing using magnetic skyrmions
Learning and pattern recognition inevitably requires memory of previous events, a feature
that conventional CMOS hardware needs to artificially simulate. Dynamical systems …
that conventional CMOS hardware needs to artificially simulate. Dynamical systems …
Photonic matrix computing: from fundamentals to applications
In emerging artificial intelligence applications, massive matrix operations require high
computing speed and energy efficiency. Optical computing can realize high-speed parallel …
computing speed and energy efficiency. Optical computing can realize high-speed parallel …
Tunable Optical Nonlinearities in Layered Materials
Nonlinear optical processes lie at the heart of frequency tunable coherent light sources,
including entangled photon sources and squeezed states of light, and they have become …
including entangled photon sources and squeezed states of light, and they have become …
Photonic integrated spiking neuron chip based on a self-pulsating DFB laser with a saturable absorber
We proposed and experimentally demonstrated a simple and novel photonic spiking neuron
based on a distributed feedback (DFB) laser chip with an intracavity saturable absorber …
based on a distributed feedback (DFB) laser chip with an intracavity saturable absorber …