The 67th JSAP Spring Meeting 2020

Presentation information

Oral presentation

Focused Session "AI Electronics" » 31.1 Focused Session "AI Electronics"

[14a-A301-1~11] 31.1 Focused Session "AI Electronics"

Sat. Mar 14, 2020 9:15 AM - 12:15 PM A301 (6-301)

Nakajima Mitsumasa(NTT)

10:15 AM - 10:30 AM

[14a-A301-5] Node update methods for magnetic dot array reservoir

Hikaru Nomura1,2, Kazuki Tsujimoto1, Yuki Kuwabiraki1, Minori Gotoh1,2, Ryoichi Nakatani1, Yoshishige Suzuki1,2 (1.Osaka Univ., 2.CSRN-Osaka)

Keywords:Reservoir computing, Magnetic dot

We demonstrate reservoir computing using a dipole-coupled magnetic-dot array by simulations with a macro-spin model at 0 K. We investigated the STM capacity (STMC) and PC capacity (PCC) dependence on the number of magnetic dots by means of randomly generated node-update procedures. As a result, the STMC and PCC are strongly dependent on the node-state update procedure.