Search Results for author: Shinji Nakaoka

Found 2 papers, 1 papers with code

Computation harvesting in road traffic dynamics

1 code implementation21 Nov 2020 Hiroyasu Ando, T. Okamoto, H. Chang, T. Noguchi, Shinji Nakaoka

Owing to recent advances in artificial intelligence and internet of things (IoT) technologies, collected big data facilitates high computational performance, while its computational resources and energy cost are large.

Effect of shapes of activation functions on predictability in the echo state network

no code implementations22 May 2019 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.

Time Series Time Series Analysis

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