@inproceedings{fafa862ac4a14f989eaf70ab5b0d8490,
title = "Review of candidate devices for neuromorphic applications",
abstract = "Artificial intelligence technology has attracted much attention in recent years, and technological progress of this technology is anticipated with the development of semiconductor technology. This talk focuses on synaptic mimic devices to realize artificial intelligence with semiconductor memory technology. These synaptic devices affect cognitive accuracy along with conductance quantization and architecture. Therefore, we will first discuss from the architectural point of view and examine the characteristics of candidates for various synapse devices being reported. In particular, we concentrate on synaptic imitation devices that creatively use the functions of several flash memory devices. Finally, we discuss device variation and IR drop along metal wires as common challenges for synaptic devices, and how neuromorphic technology will evolve.",
keywords = "emerging memories, flash memories, neural networks, neuromorphic systems, synaptic devices",
author = "Lee, {Jong Ho} and Woo, {Sung Yun} and Lee, {Sung Tae} and Suhwan Lim and Kang, {Won Mook} and Seo, {Young Tak} and Soochang Lee and Dongseok Kwon and Seongbin Oh and Yoohyun Noh and Hyeongsu Kim and Jangsaeng Kim and Bae, {Jong Ho}",
note = "Publisher Copyright: {\textcopyright} 2019 IEEE.; 49th European Solid-State Device Research Conference, ESSDERC 2019 ; Conference date: 23-09-2019 Through 26-09-2019",
year = "2019",
month = sep,
doi = "10.1109/ESSDERC.2019.8901694",
language = "English",
series = "European Solid-State Device Research Conference",
publisher = "Editions Frontieres",
pages = "22--27",
booktitle = "49th European Solid-State Device Research Conference, ESSDERC 2019",
}