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ERC Starting Grant · 2022

Understanding and Engineering Resistive Switching towards Robust Neuromorphic Systems

Resistive switching refers to the controlled change in resistance of an electronic material, e.g. metal oxide, via the creation and modulation of nanoscale filaments. Although its physics is not yet fully understood, resistive switching devices (called memristors) are promising as efficient artificial synapses in neuro-inspired computing systems. However practical challenges exist. Current devices excel in only a few of the performance metrics necessary for circuit and system integration. Moreover, they exhibit non-idealities, like variability, causing neuromorphic systems using these devices to have low performance. The project will address this key issue by pursuing device-system…

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