2025/02/17 by Huandong Chen, Chen, Huandong, Jayakanth Ravichandran +1
Engineering · Materials Science · #Advanced Memory and Neural Computing #Applied Physics (physics.app-ph) #FOS: Physical sciences #Materials Science (cond-mat.mtrl-sci) #Phase-change materials and chalcogenides #Transition Metal Oxide Nanomaterials
paper · pdf · doi:10.48550/arxiv.2502.11685
openalex publication_date 2025/02/17 · openalex created_date 2025/10/10 · openalex updated_date 2026/07/28
Volatile threshold resistive switching and neuronal oscillations in phase-change materials, specifically those undergoing metal-to-insulator and charge density wave transitions, offer unique attributes such as fast and low-field volatile switching, tunability, and non-linear behaviors. These characteristics are particularly promising for emulating neuronal behavior and thus hold great potential for realizing energy-efficient neuromorphic computing. In this review, we summarize recent advances in the development of neuronal oscillator devices based on three archetypal electronic phase-change materials: the correlated oxide VO2, the charge density wave transition metal dichalcogenide 1T-TaS2, and the emerging phase-change chalcogenide perovskite BaTiS3. We discuss progress from the perspective of materials development, including structural phase transitions, synthesis methods, electrical properties, and device implementation. Finally, we emphasize the major challenges that must be addressed for practical applications of these phase-change materials and provide our outlook on the future research directions in this rapidly evolving field.