TY - JOUR
T1 - Effect of growth temperature on self-rectifying BaTiO3/ZnO heterojunction for high-density crossbar arrays and neuromorphic computing
AU - Patil, Harshada
AU - Rehman, Shania
AU - Kim, Honggyun
AU - Kadam, Kalyani D.
AU - Khan, Muhammad Asghar
AU - Khan, Karim
AU - Aziz, Jamal
AU - Ismail, Muhammad
AU - Khan, Muhammad Farooq
AU - Kim, Deok kee
N1 - Publisher Copyright:
© 2023 Elsevier Inc.
PY - 2023/12/15
Y1 - 2023/12/15
N2 - In the quest for high-density integration and massive scalability, ferroelectric-based devices provide an achievable approach for nonvolatile crossbar array (CBA) architecture and neuromorphic computing. In this report, ferroelectric-semiconductor (Pt/BaTiO3/ZnO/Au) heterojunction-based devices are demonstrated to exhibit nonvolatile and synaptic characteristics. In this study, the ferroelectric (BaTiO3) layer was modulated at various growth temperatures of 350 °C, 450 °C, 550 °C and 650 °C. Growing temperature in the ferroelectric layer has a significant impact on resistive switching. The ferroelectricity of the BaTiO3 thin film enhanced by increasing temperature causes a substantial shift in the interface state density at heterojunction interface, which is crucial for self-rectification. Furthermore, this self-rectifying property advances to reduce the crosstalk problem without any selector device. Enhanced resistive switching and neuromorphic applications have been demonstrated using BaTiO3 heterostructure devices at 550 °C. The dynamic ferroelectric polarization switching in this heterojunction demonstrated linear conductance change in artificial synapses with 91 % recognition accuracy. Ferroelectric polarization reversal with a depletion region at the heterojunction interface is the responsible mechanism for the switching in these devices. Thus, these findings pave the way for designing low power high-density crossbar arrays and neuromorphic application based on ferroelectric-semiconductor heterostructures.
AB - In the quest for high-density integration and massive scalability, ferroelectric-based devices provide an achievable approach for nonvolatile crossbar array (CBA) architecture and neuromorphic computing. In this report, ferroelectric-semiconductor (Pt/BaTiO3/ZnO/Au) heterojunction-based devices are demonstrated to exhibit nonvolatile and synaptic characteristics. In this study, the ferroelectric (BaTiO3) layer was modulated at various growth temperatures of 350 °C, 450 °C, 550 °C and 650 °C. Growing temperature in the ferroelectric layer has a significant impact on resistive switching. The ferroelectricity of the BaTiO3 thin film enhanced by increasing temperature causes a substantial shift in the interface state density at heterojunction interface, which is crucial for self-rectification. Furthermore, this self-rectifying property advances to reduce the crosstalk problem without any selector device. Enhanced resistive switching and neuromorphic applications have been demonstrated using BaTiO3 heterostructure devices at 550 °C. The dynamic ferroelectric polarization switching in this heterojunction demonstrated linear conductance change in artificial synapses with 91 % recognition accuracy. Ferroelectric polarization reversal with a depletion region at the heterojunction interface is the responsible mechanism for the switching in these devices. Thus, these findings pave the way for designing low power high-density crossbar arrays and neuromorphic application based on ferroelectric-semiconductor heterostructures.
KW - Artificial synapse
KW - BaTiO/ZnO heterojunction
KW - Growth temperature controlled ferroelectric polarization
KW - High-density crossbar array (CBA)
KW - Self-rectifying nonvolatile memory
UR - http://www.scopus.com/inward/record.url?scp=85172447715&partnerID=8YFLogxK
U2 - 10.1016/j.jcis.2023.08.105
DO - 10.1016/j.jcis.2023.08.105
M3 - Article
C2 - 37625358
AN - SCOPUS:85172447715
SN - 0021-9797
VL - 652
SP - 836
EP - 844
JO - Journal of Colloid and Interface Science
JF - Journal of Colloid and Interface Science
ER -