Embarking on a Journey : Exploring Novel Physical Substrates for in-materia Approaches to Neuromorphic Computing
This thesis explores new material systems beyond silicon-based components and circuits to act as physical substrates for in-materia approaches, aiming to complement the capabilities of existing neuromorphic devices. The results of this work provide a solid perspective on how exploring new material platforms is valuable step for the development of physical substrates of neuromorphic research that aim to overcome limitations exhibited by current silicon-based circuits. Novel material-based approaches as well as their respective fabrication routes promote broader design considerations contributing to the development of material systems for bio-inspired in-materia computing.
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