Reservoir Computing with Low-Power-Consumption All-Optical Nonlinear Activation Using Membrane SOA on Si

Author(s):  
Takuma Tsurugaya ◽  
Tatsurou Hiraki ◽  
Mitsumasa Nakajima ◽  
Takuma Aihara ◽  
Nikolaos-Panteleimon Diamantopoulos ◽  
...  
2011 ◽  
Vol 284 (14) ◽  
pp. 3528-3533 ◽  
Author(s):  
Yuhei Ishizaka ◽  
Yuki Kawaguchi ◽  
Kunimasa Saitoh ◽  
Masanori Koshiba

2017 ◽  
Vol 25 (2) ◽  
pp. 960 ◽  
Author(s):  
Li Liu ◽  
Yue Yang ◽  
Zhihua Li ◽  
Xing Jin ◽  
Wenqin Mo ◽  
...  

2020 ◽  
Vol 64 (1-4) ◽  
pp. 165-172
Author(s):  
Dongge Deng ◽  
Mingzhi Zhu ◽  
Qiang Shu ◽  
Baoxu Wang ◽  
Fei Yang

It is necessary to develop a high homogeneous, low power consumption, high frequency and small-size shim coil for high precision and low-cost atomic spin gyroscope (ASG). To provide the shim coil, a multi-objective optimization design method is proposed. All structural parameters including the wire diameter are optimized. In addition to the homogeneity, the size of optimized coil, especially the axial position and winding number, is restricted to develop the small-size shim coil with low power consumption. The 0-1 linear programming is adopted in the optimal model to conveniently describe winding distributions. The branch and bound algorithm is used to solve this model. Theoretical optimization results show that the homogeneity of the optimized shim coil is several orders of magnitudes better than the same-size solenoid. A simulation experiment is also conducted. Experimental results show that optimization results are verified, and power consumption of the optimized coil is about half of the solenoid when providing the same uniform magnetic field. This indicates that the proposed optimal method is feasible to develop shim coil for ASG.


2016 ◽  
Vol 136 (11) ◽  
pp. 1555-1566 ◽  
Author(s):  
Jun Fujiwara ◽  
Hiroshi Harada ◽  
Takuya Kawata ◽  
Kentaro Sakamoto ◽  
Sota Tsuchiya ◽  
...  

Sign in / Sign up

Export Citation Format

Share Document