The 81st JSAP Autumn Meeting, 2020

Presentation information

Oral presentation

FS Focused Session "AI Electronics" » FS.1 Focused Session "AI Electronics"

[9p-Z28-1~19] FS.1 Focused Session "AI Electronics"

Wed. Sep 9, 2020 1:30 PM - 7:00 PM Z28

Tetsuya Asai(Hokkaido Univ.), Nakajima Mitsumasa(NTT)

6:15 PM - 6:30 PM

[9p-Z28-17] Neuromorphic Systems using Local Autonomous Learning Rule
- Application of Local Learning Rule to Backpropagation -

Mutsumi Kimura1,2, Yasuhiko Nakashima2 (1.Ryukoku Univ., 2.NAIST)

Keywords:local autonomous learning rule, neuromorphic system, backpropagation

Artificial intelligences are currently realized by software, but because of much waste to secure versatility, the size and power consumption are large. Therefore, we are focusing on real neuromorphic systems for brain-type integrated systems from the device level. The control circuit can be reduced by the local autonomous learning rule, and three-dimensional layered integration can be achieved by amorphous metal-oxide semiconductor thin-film devices. In this presentation, we will report a novel idea to apply the local autonomous learning rule to backpropagation