AirNN: Neural Networks with Over-the-Air Convolution via Reconfigurable Intelligent Surfaces

Over-the-air analog computation allows offloading computation to the wireless environment through carefully constructed transmitted signals. In this paper, we design and implement the first-of-its-kind over-the-air convolution and demonstrate it for inference tasks in a convolutional neural network...

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Hauptverfasser:	Sanchez, Sara Garcia, Muns, Guillem Reus, Bocanegra, Carlos, Li, Yanyu, Muncuk, Ufuk, Naderi, Yousof, Wang, Yanzhi, Ioannidis, Stratis, Chowdhury, Kaushik R
Format:	Artikel
Sprache:	eng
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