Memristive Ion Dynamics to Enable Biorealistic Computing

R Zhao, SJ Kim, Y Xu, J Zhao, T Wang, R Midya… - Chemical …, 2024 - ACS Publications
Conventional artificial intelligence (AI) systems are facing bottlenecks due to the
fundamental mismatches between AI models, which rely on parallel, in-memory, and …

Advances in Metal Halide Perovskite Memristors: A Review from a Co‐Design Perspective

B Jiang, X Chen, X Pan, L Tao, Y Huang… - Advanced …, 2025 - Wiley Online Library
The memristor has recently demonstrated considerable potential in the field of large‐scale
data information processing. Metal halide perovskites (MHPs) have emerged as the leading …

Temperature‐Resilient Polymeric Memristors for Effective Deblurring in Static and Dynamic Imaging

Z Lv, MH Jiang, HY Liu, QX Li, T **e… - Advanced Functional …, 2025 - Wiley Online Library
Organic memristors have emerged as promising candidates for neuromorphic computing
due to their potential for low‐cost fabrication, large‐scale integration, and biomimetic …

Ambient Stable CsCu2I3 Flexible Gas Sensors for Reliable NO2 Detection at Room Temperature

SJ Kim, GB Nam, YJ Kim, TH Eom, JE Ryu, HJ Kim… - Nano Letters, 2025 - ACS Publications
The advancement of the Internet of Things and artificial intelligence has increased the
demand for air quality monitoring to protect human health. Nitrogen dioxide (NO2), a …

Crystallization control of Cu (I)-halide via thermal evaporation for improving resistive switching memory performance

SM Lee, BK Hong, SU Lee, JI Huh, GW Yoon, NG Park… - Nanoscale, 2025 - pubs.rsc.org
CsCu2I3 is considered a promising material for lead-free resistive switching (RS) memory
devices due to its low operating voltage, high on/off ratio, and excellent thermal and …

Molecular Mechanism Enabling Linearity and Symmetry in Neuromorphic Elements

B Kundu, S Goswami - arxiv preprint arxiv:2501.01729, 2025 - arxiv.org
For over a decade, linear and symmetric weight updates have remained the elusive holy
grail in neuromorphic computing. Here, we unveil a kinetically controlled molecular …