journal article·2025-01Open access

A High‐Stability Pressure‐Sensitive Implantable Memristor for Pulmonary Hypertension Monitoring

Zelin Cao, Yiwei Liu, Bai Sun, Guangdong Zhou, Kaikai Gao, Siyu Sun, Yu Cui, Mengna Wang, Xianxia Yan, Tianfu Zhao, Xiaoliang Chen, Jinyou Shao, Sida Qin

Advanced Materials· Volume 37· Issue 3

Abstract

Abstract Pulmonary hypertension (PH) significantly affects the quality of life and lifespan of humans and has promoted the development of flexible implantable electronic devices for PH diagnosis and prevention. Traditional implantable devices based on the von Neumann architecture face insurmountable challenges in processing large amounts of biological data due to computational bottlenecks. Memristors, with integrated in‐memory sensing and computing capabilities, can effectively eliminate computational bottlenecks and become one of the most promising products in implantable devices for health monitoring. Here, a memristor with the Ag/MnO2/BaTiO3/FTO structure is implemented and implanted into Sprague‒Dawley (SD) rats. With polydimethylsiloxane (PDMS) packaging, the device can be continuously worked in vivo for up to four weeks, demonstrating excellent stability and biocompatibility. Furthermore, a memristive sensor array is designed for pulmonary artery blood pressure monitoring based on the pressure‐responsive characteristics of the as‐prepared memristive device. The front‐end memristive sensor array can collect and feedback pressure signal, while noise reduction is achieved through memristive logic circuits, and ultimately the memristor neural network processes and classifies the information. Therefore, this work demonstrates the potential of implantable memristors for pulmonary artery pressure monitoring and provides new inspiration for the design of efficient, real‐time, and reliable implantable pressure monitoring devices in medical health monitoring.
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Research context

OpenAlex topics: Advanced Memory and Neural Computing · MXene and MAX Phase Materials · Perovskite Materials and Applications

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

Affiliations

Department of Thoracic Surgery The First Affiliated Hospital of Xi'an Jiaotong University Xi'an Shaanxi 710061 China

Micro‐and Nano‐technology Research Center State Key Laboratory for Manufacturing Systems Engineering Xi'an Jiaotong University Xi'an Shaanxi 710049 China

Frontier Institute of Science and Technology (FIST) Xi'an Jiaotong University Xi'an Shaanxi 710049 China

Xi'an International Science and Technology Cooperation Base for Optoelectromagnetic Functional Materials Xi'an Jiaotong University Xi'an Shaanxi 710049 China

College of Artificial Intelligence Brain‐Inspired Computing & Intelligent Control of Chongqing Key Lab Southwest University Chongqing 400715 China

Department of Neurosurgery the Second Affiliated Hospital of Xi'an Jiaotong University Xi'an Shaanxi 710061 China

Funding

National Natural Science Foundation of China

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