19 citations · 52 across the 7 of their papers we have counts for
7 papers
Computation harvesting in road traffic dynamics
Hiroyasu Ando, T. Okamoto, H. Chang +2
Owing to recent advances in artificial intelligence and internet of things (IoT) technologies, collected big data facilitates high computational performance, while its computationa…
Decentralized Algorithms for Consensus-Based Power Packet Distribution
Seongcheol Baek, Hiroyasu Ando, Takashi Hikihara
Power packets are proposed as a transmission unit that can deliver power and information simultaneously. They are transferred using the store-and-forward method of power routers. A…
Road traffic reservoir computing
Hiroyasu Ando, Hanten Chang
Reservoir computing derived from recurrent neural networks is more applicable to real world systems than deep learning because of its low computational cost and potential for physi…
Effect of shapes of activation functions on predictability in the echo state network
Hanten Chang, Shinji Nakaoka, Hiroyasu Ando
We investigate prediction accuracy for time series of Echo state networks with respect to several kinds of activation functions. As a result, we found that some kinds of activation…
Delay sober up drunkers: Control of diffusion in random walkers
Hiroyasu Ando, Kohta Takehara, Miki U. Kobayashi
Time delay in general leads to instability in some systems, while a specific feedback with delay can control fluctuated motion in nonlinear deterministic systems to a stable state.…
Communicability Angles Reveal Critical Edges for Network Consensus Dynamics
Ernesto Estrada, Eusebio Vargas-Estrada, Hiroyasu Ando
We consider the question of determining how the topological structure influences a consensus dynamical process taking place on a network. By considering a large dataset of real-wor…
Chaotic Phase Synchronization in Bursting-neuron Models Driven by a Weak Periodic Force
Hiroyasu Ando, Hiromichi Suetani, Juergen Kurths +1
We investigate the entrainment of a neuron model exhibiting a chaotic spiking-bursting behavior in response to a weak periodic force. This model exhibits two types of oscillations…