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pro vyhledávání: '"Tanaka, Takuma"'
Explainable artificial intelligence (XAI) has helped elucidate the internal mechanisms of machine learning algorithms, bolstering their reliability by demonstrating the basis of their predictions. Several XAI models consider causal relationships to e
Externí odkaz:
http://arxiv.org/abs/2402.02678
Autor:
Tanaka, Takuma
Publikováno v:
Phys. Rev. E 102, 042220 (2020)
Phase oscillator systems with global sine-coupling are known to exhibit low-dimensional dynamics. In this paper, such characteristics are extended to phase oscillator systems driven by Cauchy noise. The low-dimensional dynamics solution agreed well w
Externí odkaz:
http://arxiv.org/abs/2009.04273
In this study, we investigate the flow of money among bank accounts possessed by firms in a region by employing an exhaustive list of all the bank transfers in a regional bank in Japan, to clarify how the network of money flow is related to the econo
Externí odkaz:
http://arxiv.org/abs/2007.14630
Autor:
Tanaka, Takuma
Cortical neurons whose activity is recorded in behavioral experiments has been classified into several types such as stimulus-related neurons, delay-period neurons, and reward-related neurons. Moreover, the population activity of neurons during a rea
Externí odkaz:
http://arxiv.org/abs/1811.09922
Akademický článek
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The inherent transient dynamics of recurrent neural networks (RNNs) have been exploited as a computational resource in input-driven RNNs. However, the information processing capability varies from RNN to RNN, depending on their properties. Many autho
Externí odkaz:
http://arxiv.org/abs/1803.05383
Autor:
Tanaka, Takuma
Kyoto University (京都大学)
0048
甲第14458号
医博第3303号
新制||医||972(附属図書館)
UT51-2009-D170
学位規則第4条第1項該当
0048
甲第14458号
医博第3303号
新制||医||972(附属図書館)
UT51-2009-D170
学位規則第4条第1項該当
Externí odkaz:
http://hdl.handle.net/2433/124262
Autor:
Okamoto, Shinichiro, Sohn, Jaerin, Tanaka, Takuma, Takahashi, Megumu, Ishida, Yoko, Yamauchi, Kenta, Koike, Masato, Fujiyama, Fumino, Hioki, Hiroyuki
Publikováno v:
In iScience 25 September 2020 23(9)
Autor:
Tanaka, Takuma
Publikováno v:
New J. Phys. 16 (2014) 023016
I propose a model of mutually interacting particles on an M-dimensional unit sphere. I derive the dynamics of the particles by extending the dynamics of the Kuramoto-Sakaguchi model. The dynamics include a natural-frequency matrix, which determines t
Externí odkaz:
http://arxiv.org/abs/1401.3109
Autor:
Tanaka, Takuma, Aoyagi, Toshio
Publikováno v:
Phys. Rev. Lett. 106, 224101 (2011)
Three-body interactions have been found in physics, biology, and sociology. To investigate their effect on dynamical systems, as a first step, we study numerically and theoretically a system of phase oscillators with three-body interaction. As a resu
Externí odkaz:
http://arxiv.org/abs/1105.0064