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17 March 2023 2D material-based functional optoelectronics
Thomas Mueller
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Proceedings Volume PC12423, 2D Photonic Materials and Devices VI; (2023) https://doi.org/10.1117/12.2649416
Event: SPIE OPTO, 2023, San Francisco, California, United States
Abstract
The materials that have enabled the information technology revolution over the past decades will soon reach their physical limits. Novel nanomaterials and technologies have therefore become a major focus of current solid-state device research, with two-dimensional (2D) materials being one of the most promising candidates. While much progress has been made on an individual device level, only a few studies have looked into more complex systems. In this talk I will present realizations of optoelectronic and photonic systems, comprising a large number of 2D material-based devices. In particular, I will discuss photosensors that are able to simultaneously sense and process optical information without latency. We achieved both supervised and unsupervised learning and successfully trained the sensors to classify and encode images, that are optically projected onto the chip. I will discuss investigations of 2D device variability, its physical origins, and how it affects system performance.
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Thomas Mueller "2D material-based functional optoelectronics", Proc. SPIE PC12423, 2D Photonic Materials and Devices VI, (17 March 2023); https://doi.org/10.1117/12.2649416
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KEYWORDS
Optoelectronics
Information technology
Machine learning
Nanomaterials
Nanotechnology
Optoelectronic devices
Photonics systems
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