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PhD Student
Adjunct Professor

Most recent publications

Risso, Matteo; Burrello, Alessio; Conti, Francesco; Lamberti, Lorenzo; Chen, Yukai; ... (2022)
Lightweight Neural Architecture Search for Temporal Convolutional Networks at the Edge. In: IEEE TRANSACTIONS ON COMPUTERS. ISSN 0018-9340
Burrello, Alessio; JAHIER PAGLIARI, Daniele; Maria Rapa, Pierangelo; Semilia, Matilde; ... (2022)
Embedding Temporal Convolutional Networks for Energy-efficient PPG-based Heart Rate Monitoring. In: ACM TRANSACTIONS ON COMPUTING FOR HEALTHCARE, vol. 3, pp. 1-25. ISSN 2691-1957
Risso, Matteo; Burrello, Alessio; Benini, Luca; Macii, Enrico; Poncino, Massimo; Jahier ... (2022)
Multi-Complexity-Loss DNAS for Energy-Efficient and Memory-Constrained Deep Neural Networks. In: ACM/IEEE International Symposium on Low Power Electronics and Design, Boston (USA), August 1 - 3, 2022, pp. 1-6. ISBN: 9781450393546
Risso, M.; Burrello, A.; JAHIER PAGLIARI, Daniele; Conti, F.; Lamberti, L.; Macii, E.; ... (2021)
Pruning in Time (PIT): A Lightweight Network Architecture Optimizer for Temporal Convolutional Networks. In: 58th ACM/IEEE Design Automation Conference, DAC 2021, USA, 2021, pp. 1015-1020. ISBN: 978-1-6654-3274-0
Burrello, A.; JAHIER PAGLIARI, Daniele; Risso, M.; Benatti, S.; Macii, E.; Benini, L.; ... (2021)
Q-PPG: Energy-Efficient PPG-Based Heart Rate Monitoring on Wearable Devices. In: IEEE TRANSACTIONS ON BIOMEDICAL CIRCUITS AND SYSTEMS, vol. 15, pp. 1196-1209. ISSN 1932-4545
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