Hysteresis Transformation and Memristor Design Framework for Two-Dimensional Materials for Neuromorphic Computing:Physics-Based Charge-Diffusion Modelling and Machine Learning
Abstract Hysteresis is the defining electrical signature of memristive dynamics and underpins the history-dependent conductance required for artificial synapses and neuromorphic computing. However, unlike conventional passive electronic components, memristive devices lack a universally accepted framework for quantitati...