scholarly journals Investigation of Necessary Maximum Delay Time for High-speed Positioning on Linear DC Motor

Author(s):  
Ryousuke KAWAI ◽  
Yinggang BU ◽  
Tsutomu MIZUNO ◽  
Toshiki MARUYAMA ◽  
Tomoki TERASHIMA
1999 ◽  
Vol 119 (3) ◽  
pp. 315-320 ◽  
Author(s):  
Hisashi Yajima ◽  
Norhisam Misron ◽  
Hiroyuki Wakiwaka ◽  
Keiichi Minegishi ◽  
Nobuhiro Fujiwara ◽  
...  
Keyword(s):  
Dc Motor ◽  

2000 ◽  
Vol 81 (1-3) ◽  
pp. 281-284 ◽  
Author(s):  
H Yajima ◽  
H Wakiwaka ◽  
K Minegishi ◽  
N Fujiwara ◽  
K Tamura
Keyword(s):  
Dc Motor ◽  

1993 ◽  
Vol 113 (8) ◽  
pp. 1002-1008 ◽  
Author(s):  
Tsutomu Mizuno ◽  
Hiroyuki Wakiwaka ◽  
Hajime Yamada

1999 ◽  
Vol 23 (4−2) ◽  
pp. 1689-1692
Author(s):  
H. Yajima ◽  
M. Norhisam ◽  
H. Wakiwaka ◽  
K. Minegishi ◽  
N. Fujiwara ◽  
...  

2000 ◽  
Vol 24 (4−2) ◽  
pp. 959-962
Author(s):  
T. Mizuno ◽  
M. Iwadare ◽  
D. Mochizuki ◽  
T. Anzai ◽  
K. Koyama ◽  
...  

1989 ◽  
Vol 25 (11) ◽  
pp. 1202-1209 ◽  
Author(s):  
Naruomi SAMEJIMA ◽  
Hiroshi TAKEDA ◽  
Yoshio SASAKI ◽  
Kiyoshi MIURA

CICTP 2020 ◽  
2020 ◽  
Author(s):  
Jing Shi ◽  
Qiyuan Peng ◽  
Ling Liu

2021 ◽  
Vol 11 (9) ◽  
pp. 4232
Author(s):  
Krishan Harkhoe ◽  
Guy Verschaffelt ◽  
Guy Van der Sande

Delay-based reservoir computing (RC), a neuromorphic computing technique, has gathered lots of interest, as it promises compact and high-speed RC implementations. To further boost the computing speeds, we introduce and study an RC setup based on spin-VCSELs, thereby exploiting the high polarization modulation speed inherent to these lasers. Based on numerical simulations, we benchmarked this setup against state-of-the-art delay-based RC systems and its parameter space was analyzed for optimal performance. The high modulation speed enabled us to have more virtual nodes in a shorter time interval. However, we found that at these short time scales, the delay time and feedback rate heavily influence the nonlinear dynamics. Therefore, and contrary to other laser-based RC systems, the delay time has to be optimized in order to obtain good RC performances. We achieved state-of-the-art performances on a benchmark timeseries prediction task. This spin-VCSEL-based RC system shows a ten-fold improvement in processing speed, which can further be enhanced in a straightforward way by increasing the birefringence of the VCSEL chip.


Sign in / Sign up

Export Citation Format

Share Document