All-in-one neuromorphic hardware with 2D material technology: current status and future perspective

作者：Guobin Zhang, Qi Luo, Jiacheng Yao, Shuai Zhong, Hua Wang, Fei Xue, Bin Yu, Kian Ping Loh, Yishu Zhang · 发表于：Chemical Society Reviews · 年份：2025 · DOI：10.1039/d5cs00251f · 被引用次数：21 · 研究领域：Advanced Memory and Neural Computing、Ferroelectric and Negative Capacitance Devices、Transition Metal Oxide Nanomaterials

), and the potential for integration with complementary metal-oxide-semiconductor (CMOS) technology. This review article provides a comprehensive overview of the development of 2D material-based sensing devices catering to various human senses, as well as the integration of such devices with computation and memory units. Furthermore, the review delves into the recent advancements in 2D material-based sensing, memory, and computation all-in-one arrays, highlighting their potential for realizing human-mimicking data processing technologies. The perspective underscores the promising avenues and potential applications of 2D materials integrated with CMOS technology in shaping the future landscape of neuromorphic computing and sensory-cognitive systems.