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Optical Device Enables Edge Computing | Research & Technology | Jan 2024

Optical Device Enables Edge Computing | Research & Technology | Jan 2024
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Kentaro kinoshitaTokyo university of scienceNational institute of standardsNb doped srtioTokyo universityModified national instituteAdvanced science

Revolutionizing Real-Time Data Processing with Edge Computing and Reservoir Technology

Every day, a significant amount of data related to weather, traffic, and social media undergo real-time processing. In traditional cloud computing, this processing occurs on the cloud, raising concerns about issues such as leaks, communication delays, slow speeds, and higher power consumption. Against this backdrop, “edge computing” presents a promising alternative solution. Located near users,…

Yutaro yamazakiKentaro kinoshitaNational institute of standardsDepartment of applied physicsSchool of scienceReservoir technologyTokyo university of scienceRevolutionizing real time data processingEdge computingProfessor kentaro kinoshitaAdvanced engineeringApplied physicsTokyo universityGraduate schoolAdvanced scienceonModified national institute

Edge Computing and Reservoir Tech Revolutionize Real-Time Data

Edge Computing and Reservoir Tech Revolutionize Real-Time Data
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Kentaro kinoshitaYutaro yamazakiInternational conference on memristive materialsKloxia excellent research awardNational institute of standardsTokyo university of scienceTottori university scientific research achievement awardSchool of scienceDepartment of applied physicsUniversity of tokyoProfessor kentaro kinoshitaAdvanced engineeringApplied physicsTokyo universityGraduate schoolAdvanced science

Revolutionizing real-time data processing with edge computing and reservoir technology

Revolutionizing real-time data processing with edge computing and reservoir technology
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Kentaro kinoshitaYutaro yamazakiSchool of scienceNational institute of standardsTokyo university of scienceDepartment of applied physicsNb doped srtioAdvanced scienceProfessor kentaro kinoshitaAdvanced engineeringApplied physicsTokyo universityGraduate schoolModified national institutePhotonic physical reservoir computingTunable relaxation time constant

Ionic Liquid-Based Reservoir Computing: The Key to Efficient and Flexible Edge Computing

Physical reservoir computing (PRC), which relies on the transient response of physical systems, is an attractive machine learning framework that can perform high-speed processing of time-series signals at low power. However, PRC systems have low tunability, limiting the signals it can process. Now, researchers from Japan present ionic liquids as an easily tunable physical reservoir…

Hiroyuki akinagaHisashi shimaGyu kohYasuhisa naitohKentaro kinoshitaNational institute of advanced industrial scienceTokyo university of scienceDepartment of applied physicsDevice technology research instituteIonic liquid based reservoir computingFlexible edgeProfessor kentaro kinoshitaSang gyu kohTokyo universityNational instituteAdvanced industrial science