2D Materials Drive Neuromorphic Breakthroughs in Artificial Sensory Devices
Author: Quantum Server Networks Original article: AZoNano News From Flexible Synapses to Artificial Senses: 2D Materials Transform AI Hardware In a sweeping review published in npj 2D Materials and Applications , researchers explore the pivotal role of two-dimensional (2D) materials in shaping the future of neuromorphic computing and artificial sensory platforms. Combining high-performance electronics with bio-inspired functionality, 2D materials such as graphene, MoS 2 , and WSe 2 are now emerging as the foundation for next-generation artificial intelligence hardware. Why 2D Materials Are Ideal for Neuromorphic Systems Neuromorphic computing seeks to replicate the information-processing style of the human brain, and memristive devices are at the heart of this movement. What makes 2D materials so well-suited for these systems is their atomic thickness, high carrier mobility, and tunable properties, which enable ultra-low energy operation, rapid signal processing, and exc...