no code implementations • 19 Sep 2022 • Katsushi Kagaya, Tomoyuki Kubota, Kohei Nakajima
Self-organized criticality is a principle explaining avalanche-like phenomena obeying power-laws in integrate-and-fire type dynamical systems.
no code implementations • 16 Jul 2022 • Tomoyuki Kubota, Yudai Suzuki, Shumpei Kobayashi, Quoc Hoan Tran, Naoki Yamamoto, Kohei Nakajima
We demonstrate this ability in several typical benchmarks and investigate the information processing capacity to clarify the framework's processing mechanism and memory profile.
no code implementations • 11 Jun 2019 • Tomoyuki Kubota, Hirokazu Takahashi, Kohei Nakajima
First, we establish a connection between the IPC for time-invariant systems and PC expansion, which is a type of polynomial expansion using orthogonal functions of input history as bases.