Denisa-Andreea Constantinescu

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Unités associées (2)

Publications associées (3)

Unités associées (2)

Publications associées (3)

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BiomedBench: A benchmark suite of TinyML biomedical applications for low-power wearables

David Atienza Alonso, Miguel Peon Quiros, Pasquale Davide Schiavone, Rubén Rodríguez Álvarez, Denisa-Andreea Constantinescu, Dimitrios Samakovlis, Stefano Albini

The design of low-power wearables for the biomedical domain has received a lot of attention in recent decades, as technological advances in chip manufacturing have allowed real-time monitoring of patients using low-complexity ML within the mW range. Despit ...

2024

Tradeoffs in Low-Power Accelerators Design for Large-Scale Interferometers

David Atienza Alonso, Miguel Peon Quiros, Denisa-Andreea Constantinescu, Benoît Walter Denkinger

Large-scale scientific infrastructures like SKAO—the world’s largest radio observatory for the coming decades—are generating massive-scale data streams of multi-Tb/s to be processed using complex interferometry algorithms. Concretely, SKAO is expected to g ...

2023

Denisa-Andreea Constantinescu

BiomedBench: A benchmark suite of TinyML biomedical applications for low-power wearables

Tradeoffs in Low-Power Accelerators Design for Large-Scale Interferometers

Codesign Strategies for Energy-Efficient Exascale Computing for SKA Observatory

BiomedBench: A benchmark suite of TinyML biomedical applications for low-power wearables

Tradeoffs in Low-Power Accelerators Design for Large-Scale Interferometers

Codesign Strategies for Energy-Efficient Exascale Computing for SKA Observatory