3 citations · 3 across the 2 of their papers we have counts for
2 papers
cs.LG2021★ 3 cited
Use of 1D-CNN for input data size reduction of LSTM in Hourly Rainfall-Runoff modeling
Kei Ishida, Ali Ercan, Takeyoshi Nagasato +2
An architecture consisting of a serial coupling of the one-dimensional convolutional neural network (1D-CNN) and the long short-term memory (LSTM) network, which is referred as CNN…
cs.LG2021
Development of Quantized DNN Library for Exact Hardware Emulation
Masato Kiyama, Motoki Amagasaki, Masahiro Iida
Quantization is used to speed up execution time and save power when runnning Deep neural networks (DNNs) on edge devices like AI chips. To investigate the effect of quantization, w…