1 code implementation • 3 Dec 2020 • Yutaka Sumino, Takuya Saito, Takahiro Hatano, Tetsuo Yamaguchi, Satoshi Ide
Independent of specific local features, global spatio-temporal structures in diverse phenomena around bifurcation points are described by the complex Ginzburg-Landau equation (CGLE) derived using the reductive perturbation method, which includes prediction of spatio-temporal chaos.
Adaptation and Self-Organizing Systems
no code implementations • 8 Apr 2019 • Masaki Okawa, Takuya Saito, Naoki Sawada, Hiromitsu Nishizaki
In our experiment, we compare the proposed bit representation waveform, which is directly given to a neural network, to other representations of audio waveforms such as a raw audio waveform and a power spectrum with two classification tasks: one is an acoustic event classification task and the other is a sound/music classification task.