[15a-D221-1~7] 9.5 New functional materials and new phenomena

▲ [15a-D221-2] An in-materio reservoir computing with single-walled carbon nanotube/
N-confused tetra-tolyl-porphyrin complex

〇(P)Deep Banerjee¹, Yuki Usami¹, Hiroyuki Furuta², Hirofumi Tanaka¹ (1.KYUTECH, 2.Ritsumeikan Univ)

Keywords:single-walled carbon nanotube, reservoir computing, N- confused tetra-tolyl-porphyrin

We fabricated an single-walled carbon nanotube (SWNT)/N-confused tetra-tolyl-porphyrin (NCTTP) random network (RNW) device and studied its reservori computing (RC) performance towards waveform generation. The device showed both linear and non-linear dynamics. The non-linearity is assumed to arise from the charge transfer of the outwardly-pointing electron donating NH group of NCTTP to SWNT. We showed that the training of the non-linear readouts reproduced the traingular waveform to a greater accuracy than the linear dynamic outputs. The result thus validates the importance of non-linearity towards higher information processing required for RC