[10a-B21-1~11] FS.1 Focused Session "AI Electronics"

11:30 AM - 11:45 AM JST(2:30 AM - 2:45 AM UTC)

[10a-B21-10] Impact of Input Waveform on Spin-Wave Dynamics and Reservoir Computing Performance

〇(M1)Ryuto Yamagishi^1,2, Ryo Iguchi¹, Jiaxuan Chen¹, Sota Hikasa^1,2, Ajit Kumar Sahoo¹, Takashi Tsuchiya^1,2 (1.NIMS, 2.Tokyo Univ. Sci.)

Keywords:

Neuromorphic device,Physical reservoir computing,Spin wave

We systematically investigated how the temporal structure of microwave packet inputs (packet length and inter-packet interval) affects spin-wave responses in spin-wave-based physical reservoir computing. By evaluating performance on NARMA tasks, we report how input waveform control influences spin-wave dynamics and reservoir computing performance.