129 citations · 571 across the 21 of their papers we have counts for
21 papers
Scale-invariant Feature Extraction of Neural Network and Renormalization Group Flow
Satoshi Iso, Shotaro Shiba, Sumito Yokoo
Theoretical understanding of how deep neural network (DNN) extracts features from input images is still unclear, but it is widely believed that the extraction is performed hierarch…
M2- and M5-branes in E11 Current Algebra Formulation of M-theory
Shotaro Shiba, Hirotaka Sugawara
Equations of motion for M2- and M5-branes are written down in the current algebra formulation of M-theory. These branes correspond to currents of the second and the fifth…
Microstates of black holes in expanding universe from interacting branes
Shotaro Shiba
Thermodynamics of the near extremal black p-branes can be described by collective motions of gravitationally interacting branes. This proposal is called the p-soup model. In this p…
Thermodynamics of Intersecting Black Branes from Interacting Elementary Branes
Takeshi Morita, Shotaro Shiba
If an Einstein-Maxwell-Dilaton system admits the extreme brane solution in which no force works between the parallel branes, the collective motion of nearly parallel branes exhibit…
Moduli dynamics as a predictive tool for thermal maximally supersymmetric Yang-Mills at large N
Takeshi Morita, Shotaro Shiba, Toby Wiseman +1
Maximally supersymmetric (p+1)-dimensional Yang-Mills theory at large N and finite temperature, with possibly compact spatial directions, has a rich phase structure. Strongly coupl…
Microstates of D1-D5(-P) black holes as interacting D-branes
Takeshi Morita, Shotaro Shiba
In our previous study [1] (1311.6540), we figured out that the thermodynamics of the near extremal black -branes can be explained as the collective motions of gravitationally in…