TY - JOUR
T1 - Metal–Organic Frameworks Coordination-Oriented Polymer Dielectrics for Neuromorphic Vision Sensors
AU - Zhu, Dongyang
AU - Du, Jing
AU - Peng, Zhongxiang
AU - Wang, Jian
AU - He, Xiang
AU - Li, Gen
AU - Ye, Long
AU - Ling, Haifeng
AU - Zhao, Meiting
AU - Lin, Hongzhen
AU - Ji, Deyang
AU - Hu, Wenping
N1 - Publisher Copyright:
© 2025 The Author(s). SmartMat published by Tianjin University and John Wiley & Sons Australia, Ltd.
PY - 2025/2
Y1 - 2025/2
N2 - Interface engineering based on polymer dielectrics shows great promise in organic field-effect transistors (OFETs)-based neuromorphic vision sensors (NeuVS). However, the highly disordered chain arrangement of polymer dielectrics often has a negative impact on the dynamic behavior of charge carriers, thereby affecting the sensing, memory, and computing performance of devices. To this end, we report an effective strategy to improve the orientation of polymer dielectrics by using a coordination combination of metal–organic frameworks (MOFs) and polymer. As a result, the coordination of MOFs with polymers improves the polarization of hydroxyl (−OH) and the resulting interfacial dipole could achieve an increase of photogenerated carriers in NeuVS with both higher mobility (above 20 cm2/(V · s)) and better optical figures of merit than devices without the coordination of MOFs. Furthermore, the new MOFs-polymer dielectric gives NeuVS devices temporal dynamics that enable better color extraction in static images. More importantly, in-sensor perception of moving objects was simulated, allowing postprocessing to produce over 95% action recognition accuracy. This attempt provides a new idea for the development of dielectric materials for highly sensitive light detection and visuomorphic computing.
AB - Interface engineering based on polymer dielectrics shows great promise in organic field-effect transistors (OFETs)-based neuromorphic vision sensors (NeuVS). However, the highly disordered chain arrangement of polymer dielectrics often has a negative impact on the dynamic behavior of charge carriers, thereby affecting the sensing, memory, and computing performance of devices. To this end, we report an effective strategy to improve the orientation of polymer dielectrics by using a coordination combination of metal–organic frameworks (MOFs) and polymer. As a result, the coordination of MOFs with polymers improves the polarization of hydroxyl (−OH) and the resulting interfacial dipole could achieve an increase of photogenerated carriers in NeuVS with both higher mobility (above 20 cm2/(V · s)) and better optical figures of merit than devices without the coordination of MOFs. Furthermore, the new MOFs-polymer dielectric gives NeuVS devices temporal dynamics that enable better color extraction in static images. More importantly, in-sensor perception of moving objects was simulated, allowing postprocessing to produce over 95% action recognition accuracy. This attempt provides a new idea for the development of dielectric materials for highly sensitive light detection and visuomorphic computing.
KW - artificial synapse
KW - interface engineering
KW - metal–organic frameworks
KW - organic phototransistors
UR - http://www.scopus.com/inward/record.url?scp=85214868807&partnerID=8YFLogxK
U2 - 10.1002/smm2.1322
DO - 10.1002/smm2.1322
M3 - Article
AN - SCOPUS:85214868807
SN - 2766-8525
VL - 6
JO - SmartMat
JF - SmartMat
IS - 1
M1 - e1322
ER -