Search Results for author: Hirokazu Takahashi

Found 2 papers, 0 papers with code

Neural Autopoiesis: Organizing Self-Boundary by Stimulus Avoidance in Biological and Artificial Neural Networks

no code implementations27 Jan 2020 Atsushi Masumori, Lana Sinapayen, Norihiro Maruyama, Takeshi Mita, Douglas Bakkum, Urs Frey, Hirokazu Takahashi, Takashi Ikegami

In this paper, as a result of our experiments using embodied cultured neurons, we find that there is also a second property allowing the network to avoid stimulation: if the agent cannot learn an action to avoid the external stimuli, it tends to decrease the stimulus-evoked spikes, as if to ignore the uncontrollable-input.

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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