[HTML][HTML] Novel frontier of photonics for data processing—Photonic accelerator
In the emerging Internet of things cyber-physical system-embedded society, big data
analytics needs huge computing capability with better energy efficiency. Coming to the end …
analytics needs huge computing capability with better energy efficiency. Coming to the end …
Ultrafast photonic reinforcement learning based on laser chaos
Reinforcement learning involves decision making in dynamic and uncertain environments
and constitutes an important element of artificial intelligence (AI). In this work, we …
and constitutes an important element of artificial intelligence (AI). In this work, we …
[PDF][PDF] History, current developments, and future directions of near-field optical science
M Ohtsu - Opto-Electronic Advances, 2020 - researching.cn
This paper reviews the science of the optical near-field (ONF), which is created and
localized in a nanometer-sized material (NM) or on its surface. It is pointed out that work on …
localized in a nanometer-sized material (NM) or on its surface. It is pointed out that work on …
Single-photon decision maker
Decision making is critical in our daily lives and for society in general and is finding
evermore practical applications in information and communication technologies. Herein, we …
evermore practical applications in information and communication technologies. Herein, we …
Scalable photonic reinforcement learning by time-division multiplexing of laser chaos
Reinforcement learning involves decision-making in dynamic and uncertain environments
and constitutes a crucial element of artificial intelligence. In our previous work, we …
and constitutes a crucial element of artificial intelligence. In our previous work, we …
Efficient decision-making by volume-conserving physical object
Decision-making is one of the most important intellectual abilities of not only humans but
also other biological organisms, hel** their survival. This ability, however, may not be …
also other biological organisms, hel** their survival. This ability, however, may not be …
Time-delay signature concealment of chaos and ultrafast decision making in mutually coupled semiconductor lasers with a phase-modulated Sagnac loop
Y Ma, S **ang, X Guo, Z Song, A Wen, Y Hao - Optics Express, 2020 - opg.optica.org
We propose and experimentally demonstrate the generation of dual-channels chaos with
time delay signature (TDS) concealment by introducing a phase-modulated Sagnac loop in …
time delay signature (TDS) concealment by introducing a phase-modulated Sagnac loop in …
Decision making for the multi-armed bandit problem using lag synchronization of chaos in mutually coupled semiconductor lasers
T Mihana, Y Mitsui, M Takabayashi, K Kanno… - Optics …, 2019 - opg.optica.org
We numerically and experimentally demonstrate the utilization of the synchronization of
chaotic lasers for decision making. We perform decision making to solve the multi-armed …
chaotic lasers for decision making. We perform decision making to solve the multi-armed …
Generation of multi-channel chaotic signals with time delay signature concealment and ultrafast photonic decision making based on a globally-coupled semiconductor …
Y Han, S **ang, Y Wang, Y Ma, B Wang, A Wen… - Photonics …, 2020 - opg.optica.org
We propose and demonstrate experimentally and numerically a network of three globally
coupled semiconductor lasers (SLs) that generate triple-channel chaotic signals with time …
coupled semiconductor lasers (SLs) that generate triple-channel chaotic signals with time …
Harnessing the computational power of fluids for optimization of collective decision making
How can we harness nature's power for computations? Our society comprises a collection of
individuals, each of whom handles decision-making tasks that are abstracted as …
individuals, each of whom handles decision-making tasks that are abstracted as …