TY - GEN
T1 - Bionic Sypantic Application of OxRRAM Devices
AU - Shen, Zongjie
AU - Zhao, Chun
AU - Yang, Li
AU - Zhao, Cezhou
N1 - Publisher Copyright:
© 2020 IEEE.
PY - 2020/10/21
Y1 - 2020/10/21
N2 - In this work, bionic synaptic application of OxRRAM (oxide RRAM) devices with various materials are provided and reviewed, mainly including transition metal oxides and non-metal oxides fabricated by different methodologies. It is possible to stimulate synaptic function in the human brain by electrical signals due to the typical 'MIM' sandwich structure and efficient fabrication process of OxRRAM devices. Based on elementary electrical characteristics including switching behavior, endurance performance and retention property, artificial synaptic behaviors mimicked by OxRRAM devices were under investigation, such as potentiation/depression response, long-/short-Term plasticity (STP/LTP) and spike-Time-dependent plasticity (STDP). In addition, the transition from short-Term memory (STM) to longterm memory (LTM) of OxRRAM devices revealed the extensive prospect of its bionic application in artificial neuron network (ANN).
AB - In this work, bionic synaptic application of OxRRAM (oxide RRAM) devices with various materials are provided and reviewed, mainly including transition metal oxides and non-metal oxides fabricated by different methodologies. It is possible to stimulate synaptic function in the human brain by electrical signals due to the typical 'MIM' sandwich structure and efficient fabrication process of OxRRAM devices. Based on elementary electrical characteristics including switching behavior, endurance performance and retention property, artificial synaptic behaviors mimicked by OxRRAM devices were under investigation, such as potentiation/depression response, long-/short-Term plasticity (STP/LTP) and spike-Time-dependent plasticity (STDP). In addition, the transition from short-Term memory (STM) to longterm memory (LTM) of OxRRAM devices revealed the extensive prospect of its bionic application in artificial neuron network (ANN).
KW - Artificial synaptic behaviors
KW - OxRRAM
KW - Solution-processed
UR - http://www.scopus.com/inward/record.url?scp=85100724290&partnerID=8YFLogxK
U2 - 10.1109/ISOCC50952.2020.9333055
DO - 10.1109/ISOCC50952.2020.9333055
M3 - Conference Proceeding
AN - SCOPUS:85100724290
T3 - Proceedings - International SoC Design Conference, ISOCC 2020
SP - 163
EP - 164
BT - Proceedings - International SoC Design Conference, ISOCC 2020
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 17th International System-on-Chip Design Conference, ISOCC 2020
Y2 - 21 October 2020 through 24 October 2020
ER -