Search Results for author: Tomoyuki Kubota

Found 3 papers, 0 papers with code

Self-organized criticality for dendritic readiness potential

no code implementations19 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.

Relation

Quantum Noise-Induced Reservoir Computing

no code implementations16 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.

A Unifying Framework for Information Processing in Stochastically Driven Dynamical Systems

no code implementations11 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.

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