Zobrazeno 1 - 10
of 254
pro vyhledávání: '"Kazuya Terabe"'
Publikováno v:
Communications Engineering, Vol 3, Iss 1, Pp 1-12 (2024)
Abstract While physical reservoir computing is a promising way to achieve low power consumption neuromorphic computing, its computational performance is still insufficient at a practical level. One promising approach to improving its performance is d
Externí odkaz:
https://doaj.org/article/be4b9341b5234715aa6307f5ab010162
Autor:
Tohru Tsuruoka, Kazuya Terabe
Publikováno v:
Science and Technology of Advanced Materials, Vol 25, Iss 1 (2024)
ABSTRACTAs miniaturization of semiconductor memory devices is reaching its physical and technological limits, there is a demand for memory technologies that operate on new principles. Atomic switches are nanoionic devices that show repeatable resisti
Externí odkaz:
https://doaj.org/article/38f17c318bb94f6d9a819e283516a6c8
Publikováno v:
Scientific Reports, Vol 13, Iss 1, Pp 1-16 (2023)
Abstract Reservoir computing (RC) is a machine learning framework suitable for processing time series data, and is a computationally inexpensive and fast learning model. A physical reservoir is a hardware implementation of RC using a physical system,
Externí odkaz:
https://doaj.org/article/90c25583367d41768c98e85cf60e7483
Publikováno v:
Advanced Intelligent Systems, Vol 5, Iss 12, Pp n/a-n/a (2023)
Physical reservoir computing, which is a promising method for the implementation of highly efficient artificial intelligence devices, requires a physical system with nonlinearity, fading memory, and the ability to map in high dimensions. Although it
Externí odkaz:
https://doaj.org/article/b38539ca671d43d68a1c1eda5f854656
Publikováno v:
Advanced Intelligent Systems, Vol 5, Iss 9, Pp n/a-n/a (2023)
Herein, physical reservoir computing with a redox‐based ion‐gating reservoir (redox‐IGR) comprising LixWO3 thin film and lithium‐ion conducting glass ceramic (LICGC) is demonstrated. The subject redox‐IGR successfully solves a second‐orde
Externí odkaz:
https://doaj.org/article/c24ff5088aff4e49b2b3bc6d093b145a
Autor:
Makoto Takayanagi, Daiki Nishioka, Takashi Tsuchiya, Masataka Imura, Yasuo Koide, Tohru Higuchi, Kazuya Terabe
Publikováno v:
Materials Today Advances, Vol 18, Iss , Pp 100393- (2023)
All-solid-state electric double layer transistors (ASS-EDLTs) have recently been attracting attention because of their huge potential for use in neuromorphic device applications. However, their low switching response speed is a significant drawback t
Externí odkaz:
https://doaj.org/article/4bd4cbb7c875461f8ba5cc2a66d37357
Autor:
Yu Yamaguchi, Daiki Nishioka, Wataru Namiki, Takashi Tsuchiya, Masataka Imura, Yasuo Koide, Tohru Higuchi, Kazuya Terabe
Publikováno v:
Applied Physics Express, Vol 17, Iss 2, p 024501 (2024)
Physical reservoir computing (PRC) is useful for edge computing, although the challenge is to improve computational performance. In this study, we developed an inverted input method, the inverted input is additionally applied to a physical reservoir
Externí odkaz:
https://doaj.org/article/0c3edd5b829e4cc294d29cd08b8c5ada
Publikováno v:
Neuromorphic Computing and Engineering, Vol 4, Iss 2, p 024015 (2024)
Reservoir computing is a promising approach to implementing high-performance artificial intelligence that can process input data at lower computational costs than conventional artificial neural networks. Although reservoir computing enables real-time
Externí odkaz:
https://doaj.org/article/89cd32b2f8014fc7b370157a324aa712
Publikováno v:
Advances in Physics: X, Vol 7, Iss 1 (2022)
The atomic scale switch, which operates on the principle of solid-state ionics, is an ultrafine device that takes advantage of the fact that the properties of materials can be changed significantly by the transport and chemical reaction of a small nu
Externí odkaz:
https://doaj.org/article/0702a91c90e14790bf1123c651d80c27
Autor:
Takashi Tsuchiya, Makoto Takayanagi, Kazutaka Mitsuishi, Masataka Imura, Shigenori Ueda, Yasuo Koide, Tohru Higuchi, Kazuya Terabe
Publikováno v:
Communications Chemistry, Vol 4, Iss 1, Pp 1-11 (2021)
The effect of the electric double layer with solid electrolytes remains hard to characterize. In this study, the authors show how to evaluate the electric double layer effect with various lithium solid electrolytes using a hydrogenated diamond-based
Externí odkaz:
https://doaj.org/article/dcb48cb3ff364276b8dd0678489d9e9d