no code implementations • 5 Jul 2023 • Keiichi Tamai, Tsuyoshi Okubo, Truong Vinh Truong Duy, Naotake Natori, Synge Todo
More specifically, we study the order-to-chaos transition in the fully-connected feedforward neural networks and the convolutional ones to show that (i) there is a well-defined transition from the ordered state to the chaotics state even for the finite networks, and (ii) difference in architecture is reflected in that of the universality class of the transition.
1 code implementation • 20 Sep 2012 • Truong Vinh Truong Duy, Taisuke Ozaki
In the former, we develop a modified recursive bisection method based on inertia tensor moment to reorder the atoms along a principal axis so that atoms that are close in real space are also close on the axis to ensure data locality.
Materials Science Computational Engineering, Finance, and Science Distributed, Parallel, and Cluster Computing Computational Physics
