Zobrazeno 1 - 10
of 526
pro vyhledávání: '"ISAO ISHIKAWA"'
Publikováno v:
Journal of Function Spaces, Vol 2024 (2024)
This paper concerns the universality of the two-layer neural network with the k-rectified linear unit activation function with k=1,2,… with a suitable norm without any restriction on the shape of the domain in the real line. This type of result is
Externí odkaz:
https://doaj.org/article/b4c0a42b583e47c7b7be1e9a51cf7ddc
Publikováno v:
Journal of Inequalities and Applications, Vol 2021, Iss 1, Pp 1-15 (2021)
Abstract In this study, we investigate the boundedness of composition operators acting on Morrey spaces and weak Morrey spaces. The primary aim of this study is to investigate a necessary and sufficient condition on the boundedness of the composition
Externí odkaz:
https://doaj.org/article/32e8c925feb24205833bc1533088a85a
Publikováno v:
Journal of Function Spaces, Vol 2021 (2021)
In the present study, we investigate a universality of neural networks, which concerns a density of the set of two-layer neural networks in function spaces. There are many works that handle the convergence over compact sets. In the present paper, we
Externí odkaz:
https://doaj.org/article/0de4e8e3ddc74523a372948eb8eed9c7
Autor:
Takanori Iwata, Masayuki Yamato, Kaoru Washio, Toshiyuki Yoshida, Yuka Tsumanuma, Azusa Yamada, Satoru Onizuka, Yuichi Izumi, Tomohiro Ando, Teruo Okano, Isao Ishikawa
Publikováno v:
Regenerative Therapy, Vol 9, Iss , Pp 38-44 (2018)
Background: Periodontitis results in the destruction of tooth-supporting periodontal tissues and does not have the ability to heal spontaneously. Various approaches have been introduced to regenerate periodontal tissues; however, these approaches hav
Externí odkaz:
https://doaj.org/article/24f47649d37a48db8a463d9ecb286053
Publikováno v:
Heliyon, Vol 5, Iss 6, Pp e01991- (2019)
Periodontal disease involves the chronic inflammation of tooth supporting periodontal tissues. As the disease progresses, it manifests destruction of periodontal tissues and eventual tooth loss. The regeneration of lost periodontal tissue has been on
Externí odkaz:
https://doaj.org/article/4a86c406debd4e0c9d717ed85b5e4ead
Publikováno v:
Clinical Ophthalmology, Vol 2010, Iss default, Pp 1189-1192 (2010)
Tetsuya Mutoh, Isao Ishikawa, Yukihiro Matsumoto, Makoto ChikudaDokkyo Medical University Koshigaya Hospital, Saitama, JapanPurpose: To evaluate the clinical features of Acanthamoeba keratitis in nine patients diagnosed at Dokkyo Medical University K
Externí odkaz:
https://doaj.org/article/4f9b47a4dd6a4d22ae59c5129c7441d6
Publikováno v:
International Journal of Dentistry, Vol 2012 (2012)
It has been shown that stem cell transplantation can regenerate periodontal tissue, and several clinical trials involving transplantation of stem cells into human patients have already begun or are in preparation. However, stem cell transplantation t
Externí odkaz:
https://doaj.org/article/30c5c604d1434ba18feaf67cd61e3847
Publikováno v:
Journal of Mathematical Sciences. 266:342-352
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::0f2126de0f9b826fdeb8385ca3ed589e
https://doi.org/10.1007/s10958-022-05889-7
https://doi.org/10.1007/s10958-022-05889-7
Publikováno v:
Journal of Applied Analysis. 29:1-2
The uniform closure of the neural networks with Heaviside activation is specified.
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::31c29166fbb626cc5bdbddffd4758b33
https://doi.org/10.1515/jaa-2022-2012
https://doi.org/10.1515/jaa-2022-2012
Autor:
Isao Ishikawa1,2 ISHIKAWA.ISAO.ZX@EHIME-U.AC.JP, Takeshi Teshima2,3 TAKESHI.TESHIMA@A.RIKEN.JP, Koichi Tojo2 KOICHI.TOJO@RIKEN.JP, Kenta Oono2 KENTA.OONO@A.RIKEN.JP, Masahiro Ikeda2 MASAHIRO.IKEDA@RIKEN.JP, Masashi Sugiyama2,3 SUGI@K.U-TOKYO.AC.JP
Publikováno v:
Journal of Machine Learning Research. 2023, Vol. 24, p1-68. 68p.