Výsledky vyhledávání - "Cerutti, Gianmarco"

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Sub-mW Keyword Spotting on an MCU: Analog Binary Feature Extraction and Binary Neural Networks

Autor: Cerutti, Gianmarco, Cavigelli, Lukas, Andri, Renzo, Magno, Michele, Farella, Elisabetta, Benini, Luca

Keyword spotting (KWS) is a crucial function enabling the interaction with the many ubiquitous smart devices in our surroundings, either activating them through wake-word or directly as a human-computer interface. For many applications, KWS is the en

Externí odkaz: http://arxiv.org/abs/2201.03386

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Sound Event Detection with Binary Neural Networks on Tightly Power-Constrained IoT Devices

Autor: Cerutti, Gianmarco, Andri, Renzo, Cavigelli, Lukas, Magno, Michele, Farella, Elisabetta, Benini, Luca

Sound event detection (SED) is a hot topic in consumer and smart city applications. Existing approaches based on Deep Neural Networks are very effective, but highly demanding in terms of memory, power, and throughput when targeting ultra-low power al

Externí odkaz: http://arxiv.org/abs/2101.04446

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Compact recurrent neural networks for acoustic event detection on low-energy low-complexity platforms

Autor: Cerutti, Gianmarco, Prasad, Rahul, Brutti, Alessio, Farella, Elisabetta

Outdoor acoustic events detection is an exciting research field but challenged by the need for complex algorithms and deep learning techniques, typically requiring many computational, memory, and energy resources. This challenge discourages IoT imple

Externí odkaz: http://arxiv.org/abs/2001.10876

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The microarchitecture of a multi-threaded RISC-V compliant processing core family for IoT end-nodes

Autor: Cheikh, Abdallah, Cerutti, Gianmarco, Mastrandrea, Antonio, Menichelli, Francesco, Olivieri, Mauro

Publikováno v: ApplePies 2017. Lecture Notes in Electrical Engineering, vol 512. 2019. Springer

Internet-of-Things end-nodes demand low power processing platforms characterized by heterogeneous dedicated units, controlled by a processor core running concurrent control threads. Such architecture scheme fits one of the main target application dom

Externí odkaz: http://arxiv.org/abs/1712.04902

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Near Sensor Artificial Intelligence on IoT Devices for Smart Cities

Autor: Cerutti, Gianmarco <1994>

The IoT is in a continuous evolution thanks to new technologies that open the doors to various applications. While the structure of the IoT network remains the same over the years, specifically composed of a server, gateways, and nodes, their tasks c

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::8dc5080274c5e0209e9d8d4a5506e34b

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