19 citations · 52 across the 7 of their papers we have counts for
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cs.ET2019★ 5 cited
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…
cs.NE2019★ 5 cited
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…