Abstract Memristors, recognized as the fourth fundamental circuit element, have emerged as a transformative technology in non-volatile memory and neuromorphic computing. Their inherent ability to store information through resistive states and emulate synaptic behaviour makes them highly promising for energy-efficient, brain-inspired electronics. Recent advancements have demonstrated that integrating two-dimensional (2D) nanomaterials-such as transition metal dichalcogenides (TMDs), graphene, and hexagonal boron nitride (h-BN)-can significantly enhance memristor performance due to their atomic-scale thickness, high carrier mobility, and tunable electronic properties. These 2D material-based memristors exhibit improved switching speed, endurance, and scalability, making them ideal candidates for next-generation computing architectures. This review provides a comprehensive overview of recent developments in memristor devices using 2D nanomaterials, including discussions on material properties, defect engineering, switching mechanisms, and device configurations. Furthermore, it examines key applications in neuromorphic systems, logic-in-memory computing, and flexible electronics. Despite rapid progress, challenges remain in achieving large-scale uniformity, reliable integration with CMOS technology, and long-term stability. Addressing these issues requires synergistic efforts in material science, device engineering, and computational modelling. Finally, the review outlines future research directions and strategies to harness the full potential of 2D material-based memristors for scalable, low-power, and intelligent electronic systems.
Singha et al. (Mon,) studied this question.