108 citations · 171 across the 7 of their papers we have counts for
7 papers
Low-dimensional dynamics of phase oscillators driven by Cauchy noise
Takuma Tanaka
Phase oscillator systems with global sine-coupling are known to exhibit low-dimensional dynamics. In this paper, such characteristics are extended to phase oscillator systems drive…
The most probable neural circuit exhibits low-dimensional sustained activity
Takuma Tanaka
Cortical neurons whose activity is recorded in behavioral experiments has been classified into several types such as stimulus-related neurons, delay-period neurons, and reward-rela…
Use of recurrent infomax to improve the memory capability of input-driven recurrent neural networks
Hisashi Iwade, Kohei Nakajima, Takuma Tanaka +1
The inherent transient dynamics of recurrent neural networks (RNNs) have been exploited as a computational resource in input-driven RNNs. However, the information processing capabi…
Solvable model of the collective motion of heterogeneous particles interacting on a sphere
Takuma Tanaka
I propose a model of mutually interacting particles on an M-dimensional unit sphere. I derive the dynamics of the particles by extending the dynamics of the Kuramoto-Sakaguchi mode…
Multistable attractors in a network of phase oscillators with three-body interaction
Takuma Tanaka, Toshio Aoyagi
Three-body interactions have been found in physics, biology, and sociology. To investigate their effect on dynamical systems, as a first step, we study numerically and theoreticall…
Recurrent infomax generates cell assemblies, avalanches, and simple cell-like selectivity
Takuma Tanaka, Takeshi Kaneko, Toshio Aoyagi
Through evolution, animals have acquired central nervous systems (CNSs), which are extremely efficient information processing devices that improve an animal's adaptability to vario…