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Physics and applications of Raman distributed optical fiber sensing
J Li, M Zhang - Light: Science & Applications, 2022 - nature.com
Raman distributed optical fiber sensing has been demonstrated to be a mature and versatile
scheme that presents great flexibility and effectivity for the distributed temperature …
scheme that presents great flexibility and effectivity for the distributed temperature …
AI on a chip
Artificial intelligence (AI) has dramatically changed the landscape of science, industry,
defence, and medicine in the last several years. Supported by considerably enhanced …
defence, and medicine in the last several years. Supported by considerably enhanced …
Dynamic analysis of a new two-dimensional map in three forms: integer-order, fractional-order and improper fractional-order
C Ma, J Mou, P Li, T Liu - The European Physical Journal Special Topics, 2021 - Springer
In this paper, a new 2-dimensional chaotic map with a simple algebraic form is proposed.
And the numerical solution of the corresponding fractional-order map is derived. It is novel …
And the numerical solution of the corresponding fractional-order map is derived. It is novel …
Controlling chaotic itinerancy in laser dynamics for reinforcement learning
R Iwami, T Mihana, K Kanno, S Sunada, M Naruse… - Science …, 2022 - science.org
Photonic artificial intelligence has attracted considerable interest in accelerating machine
learning; however, the unique optical properties have not been fully used for achieving …
learning; however, the unique optical properties have not been fully used for achieving …
Resource optimization of MAB-based reputation management for data trading in vehicular edge computing
Vehicles are hesitant to upload data to edge servers in vehicle edge computing (VEC) as
many vehicle data collected and perceived by various on-board sensors contain sensitive …
many vehicle data collected and perceived by various on-board sensors contain sensitive …
Relay placement for maximum flow rate via learning and optimization over Riemannian manifolds
Networks topology can be represented over Riemannian manifolds (ie, curved surfaces),
given the symmetric positive definite (SPD) property of their spectral graphs. Moreover …
given the symmetric positive definite (SPD) property of their spectral graphs. Moreover …
Parallel photonic accelerator for decision making using optical spatiotemporal chaos
K Morijiri, K Takehana, T Mihana, K Kanno, M Naruse… - Optica, 2023 - opg.optica.org
Photonic accelerators have attracted increasing attention for use in artificial intelligence
applications. The multi-armed bandit problem is a fundamental problem of decision making …
applications. The multi-armed bandit problem is a fundamental problem of decision making …
Enhanced dynamic spectrum access in UAV wireless networks for post-disaster area surveillance system: A multi-player multi-armed bandit approach
Modern wireless networks are notorious for being very dense, uncoordinated, and selfish,
especially with greedy user needs. This leads to a critical scarcity problem in spectrum …
especially with greedy user needs. This leads to a critical scarcity problem in spectrum …
Decision making for large-scale multi-armed bandit problems using bias control of chaotic temporal waveforms in semiconductor lasers
K Morijiri, T Mihana, K Kanno, M Naruse, A Uchida - Scientific Reports, 2022 - nature.com
Decision making using photonic technologies has been intensively researched for solving
the multi-armed bandit problem, which is fundamental to reinforcement learning. However …
the multi-armed bandit problem, which is fundamental to reinforcement learning. However …
User pairing using laser chaos decision maker for NOMA systems
Non-Orthogonal Multiple Access is one of the most important technologies in 5G and
Beyond 5G wireless communications, which improve system performance by power domain …
Beyond 5G wireless communications, which improve system performance by power domain …