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Alessio Burrello

Dottorando

Dipartimento di Ingegneria dell'Energia Elettrica e dell'Informazione "Guglielmo Marconi"

Pubblicazioni

Daghero F.; Burrello A.; Pagliari D.J.; Benini L.; Macii E.; Poncino M., Energy-efficient adaptive machine learning on IoT end-nodes with class-dependent confidence, in: ICECS 2020 - 27th IEEE International Conference on Electronics, Circuits and Systems, Proceedings, Institute of Electrical and Electronics Engineers Inc., 2020, pp. 1 - 4 (atti di: 27th IEEE International Conference on Electronics, Circuits and Systems, ICECS 2020, gbr, 2020) [Contributo in Atti di convegno]

Burrello A.; Brunelli D.; Malavisi M.; Benini L., Enhancing structural health monitoring with vehicle identification and tracking, in: 2020 IEEE International Instrumentation and Measurement Technology Conference (I2MTC), Institute of Electrical and Electronics Engineers Inc., «... IEEE INTERNATIONAL INSTRUMENTATION AND MEASUREMENT TECHNOLOGY CONFERENCE.», 2020, pp. 1 - 6 (atti di: 2020 IEEE International Instrumentation and Measurement Technology Conference, I2MTC 2020, Valamar Riviera, Dubrovnik, Croatia, May 25-29, 2020) [Contributo in Atti di convegno]Open Access

Burrello A.; Schindler K.; Benini L.; Rahimi A., Hyperdimensional Computing with Local Binary Patterns: One-Shot Learning of Seizure Onset and Identification of Ictogenic Brain Regions Using Short-Time iEEG Recordings, «IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING», 2020, 67, Article number: 8723166, pp. 601 - 613 [articolo]

Zanghieri, Marcello; Benatti, Simone; Burrello, Alessio; Kartsch, Victor; Conti, Francesco; Benini, Luca, Robust Real-Time Embedded EMG Recognition Framework Using Temporal Convolutional Networks on a Multicore IoT Processor, «IEEE TRANSACTIONS ON BIOMEDICAL CIRCUITS AND SYSTEMS», 2020, 14, pp. 244 - 256 [articolo]Open Access

Zanghieri M.; Benatti S.; Conti F.; Burrello A.; Benini L., Temporal Variability Analysis in sEMG Hand Grasp Recognition using Temporal Convolutional Networks, in: Proceedings - 2020 IEEE International Conference on Artificial Intelligence Circuits and Systems, AICAS 2020, Institute of Electrical and Electronics Engineers Inc., 2020, pp. 228 - 232 (atti di: 2020 IEEE International Conference on Artificial Intelligence Circuits and Systems, AICAS 2020, ita, 2020) [Contributo in Atti di convegno]

Burrello A.; Marchioni A.; Brunelli D.; Benini L., Embedding Principal Component Analysis for Data Reduction in Structural Health Monitoring on Low-Cost IoT Gateways, in: ACM International Conference on Computing Frontiers 2019, CF 2019 - Proceedings, 1515 BROADWAY, NEW YORK, NY 10036-9998 USA, Association for Computing Machinery, Inc, 2019, pp. 235 - 239 (atti di: 16th ACM International Conference on Computing Frontiers, CF 2019, ita, 2019) [Contributo in Atti di convegno]

Burrello A.; Cavigelli L.; Schindler K.; Benini L.; Rahimi A., Laelaps: An Energy-Efficient Seizure Detection Algorithm from Long-term Human iEEG Recordings without False Alarms, in: Proceedings of the 2019 Design, Automation and Test in Europe Conference and Exhibition, DATE 2019, Institute of Electrical and Electronics Engineers Inc., «PROCEEDINGS - DESIGN, AUTOMATION, AND TEST IN EUROPE CONFERENCE AND EXHIBITION», 2019, pp. 752 - 757 (atti di: 22nd Design, Automation and Test in Europe Conference and Exhibition, DATE 2019, Firenze, 2019, 25-29 of March) [Contributo in Atti di convegno]Open Access

Burrello A.; Conti F.; Garofalo A.; Rossi D.; Benini L., Work-in-progress: Dory: Lightweight memory hierarchy management for deep NN inference on iot endnodes, in: Proceedings of the International Conference on Hardware/Software Codesign and System Synthesis Companion, CODES/ISSS 2019, Association for Computing Machinery, Inc, 2019, pp. 1 - 2 (atti di: 2019 International Conference on Hardware/Software Codesign and System Synthesis, CODES/ISSS 2019, New York, October 2019) [Contributo in Atti di convegno]Open Access

Meyer, Lucie S.; Wang, Xiao; Sušnik, Eva; Burrello, Jacopo; Burrello, Alessio; Castellano, Isabella; Eisenhofer, Graeme; Fallo, Francesco; Kline, Gregory A.; Knösel, Thomas; Kocjan, Tomaz; Lenders, Jacques W M; Mulatero, Paolo; Naruse, Mitsuhide; Nishikawa, Tetsuo; Peitzsch, Mirko; Rump, Lars C.; Beuschlein, Felix; Hahner, Stefanie; Gomez-Sanchez, Celso E.; Reincke, Martin; Williams, Tracy Ann, Immunohistopathology and Steroid Profiles Associated With Biochemical Outcomes After Adrenalectomy for Unilateral Primary Aldosteronism, «HYPERTENSION», 2018, 72, pp. 650 - 657 [articolo]

Burrello, Alessio; Schindler, Kaspar; Benini, Luca; Rahimi, Abbas, One-shot Learning for iEEG Seizure Detection Using End-to-end Binary Operations: Local Binary Patterns with Hyperdimensional Computing, in: 2018 IEEE Biomedical Circuits and Systems Conference, BioCAS 2018 - Proceedings, Institute of Electrical and Electronics Engineers Inc., 2018, pp. 1 - 4 (atti di: 2018 IEEE Biomedical Circuits and Systems Conference, BioCAS 2018, usa, 2018) [Contributo in Atti di convegno]

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