TY - JOUR
T1 - Electrolyte-gated synaptic transistors for brain-inspired computing
AU - Ro, Jun Seok
AU - An, Hye Min
AU - Park, Hea Lim
N1 - Publisher Copyright:
© 2023 The Japan Society of Applied Physics.
PY - 2023/5/1
Y1 - 2023/5/1
N2 - The limitations of von Neumann computing systems in terms of information processing speed and energy consumption were overcome using neuromorphic devices. Among these devices, electrolyte-gated synaptic transistors (EGSTs) operated through the movement of ions in electrolytes are suitable devices for neuromorphic computing owing to their efficient energy consumption and biocompatibility. Herein, we explain the basic operating principle of EGSTs and then classify recent studies into four main characteristics: synaptic plasticity, fast switching speed, low energy consumption, and biocompatibility. Finally, we address additional requirements that should be satisfied and limitations that should be overcome for various and expanded applications of EGSTs.
AB - The limitations of von Neumann computing systems in terms of information processing speed and energy consumption were overcome using neuromorphic devices. Among these devices, electrolyte-gated synaptic transistors (EGSTs) operated through the movement of ions in electrolytes are suitable devices for neuromorphic computing owing to their efficient energy consumption and biocompatibility. Herein, we explain the basic operating principle of EGSTs and then classify recent studies into four main characteristics: synaptic plasticity, fast switching speed, low energy consumption, and biocompatibility. Finally, we address additional requirements that should be satisfied and limitations that should be overcome for various and expanded applications of EGSTs.
KW - artificial synapse
KW - electrolyte-gated synaptic transistor
KW - neuromorphic computing
KW - neuromorphic electronics
UR - http://www.scopus.com/inward/record.url?scp=85151551506&partnerID=8YFLogxK
U2 - 10.35848/1347-4065/acaca4
DO - 10.35848/1347-4065/acaca4
M3 - Review article
AN - SCOPUS:85151551506
SN - 0021-4922
VL - 62
JO - Japanese Journal of Applied Physics
JF - Japanese Journal of Applied Physics
IS - SE
M1 - SE0801
ER -