BURRELLO, ALESSIO

BURRELLO, ALESSIO  

DIPARTIMENTO DI INGEGNERIA DELL'ENERGIA ELETTRICA E DELL'INFORMAZIONE "GUGLIELMO MARCONI"  

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Risultati 1 - 20 di 48 (tempo di esecuzione: 0.03 secondi).
Titolo Autore(i) Anno Periodico Editore Tipo File
A 3 TOPS/W RISC-V Parallel Cluster for Inference of Fine-Grain Mixed-Precision Quantized Neural Networks Nadalini, A; Rutishauser, G; Burrello, A; Bruschi, N; Garofalo, A; Benini, L; Conti, F; Rossi, D 2023-01-01 - IEEE 4.01 Contributo in Atti di convegno a 3 tops w risc post print .pdf
A dynamic clamping approach using in silico IK1 current for discrimination of chamber-specific hiPSC-derived cardiomyocytes Altomare, Claudia; Bartolucci, Chiara; Sala, Luca; Balbi, Carolina; Burrello, Jacopo; Pietrogiova...nna, Nicole; Burrello, Alessio; Bolis, Sara; Panella, Stefano; Arici, Martina; Krause, Rolf; Rocchetti, Marcella; Severi, Stefano; Barile, Lucio 2023-01-01 COMMUNICATIONS BIOLOGY - 1.01 Articolo in rivista 2023CommBiol_Altomare.pdf
A Microcontroller is All You Need: Enabling Transformer Execution on Low-Power IoT Endnodes Burrello A.; Scherer M.; Zanghieri M.; Conti F.; Benini L. 2021-01-01 - Institute of Electrical and Electronics Engineers Inc. 4.01 Contributo in Atti di convegno -
Adversarially-Trained Tiny Autoencoders for Near-Sensor Continuous Structural Health Monitoring Burrello, A; Sintoni, G; Brunelli, D; Benini, L 2022-01-01 - IEEE 4.01 Contributo in Atti di convegno adversarially trained post print.pdf
An Ensemble of Hyperdimensional Classifiers: Hardware-Friendly Short-Latency Seizure Detection with Automatic iEEG Electrode Selection Burrello, Alessio; Benatti, Simone; Schindler, Kaspar Anton; Benini, Luca; Rahimi, Abbas 2021-01-01 IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS - 1.01 Articolo in rivista jbhimerged.pdf
Bioformers: Embedding Transformers for Ultra-Low Power sEMG-based Gesture Recognition Burrello, A; Morghet, FB; Scherer, M; Benatti, S; Benini, L; Maciii, E; Poncinot, M; Pagliarit, DJ 2022-01-01 - IEEE 4.01 Contributo in Atti di convegno bioformers embedding transformers post print.pdf
Channel-wise Mixed-precision Assignment for DNN Inference on Constrained Edge Nodes Risso, Matteo; Burrello, Alessio; Benini, Luca; Macii, Enrico; Poncino, Massimo; Pagliari, Daniel...e Jahier 2022-01-01 - IEEE 4.01 Contributo in Atti di convegno -
Damage detection in structural health monitoring with spiking neural networks Zanatta L.; Barchi F.; Burrello A.; Bartolini A.; Brunelli D.; Acquaviva A. 2021-01-01 - Institute of Electrical and Electronics Engineers Inc. 4.01 Contributo in Atti di convegno -
Deep Neural Network Architecture Search for Accurate Visual Pose Estimation aboard Nano-UAVs Cereda, E.; Crupi, L.; Risso, M.; Burrello, A.; Benini, L.; Giusti, A.; Jahier Pagliari, D.; Palo...ssi, D. 2023-01-01 - - 4.01 Contributo in Atti di convegno -
DORY: Automatic End-to-End Deployment of Real-World DNNs on Low-Cost IoT MCUs Burrello, Alessio; Garofalo, Angelo; Bruschi, Nazareno; Tagliavini, Giuseppe; Rossi, Davide; Cont...i, Francesco 2021-01-01 IEEE TRANSACTIONS ON COMPUTERS - 1.01 Articolo in rivista 2008.0127pp.pdf
Embedded Streaming Principal Components Analysis for Network Load Reduction in Structural Health Monitoring Burrello, Alessio; Marchioni, Alex; Brunelli, Davide; Benatti, Simone; Mangia, Mauro; Benini, Luca 2021-01-01 IEEE INTERNET OF THINGS JOURNAL - 1.01 Articolo in rivista iotmerged.pdf
Embedding Principal Component Analysis for Data Reduction in Structural Health Monitoring on Low-Cost IoT Gateways Burrello A.; Marchioni A.; Brunelli D.; Benini L. 2019-01-01 - Association for Computing Machinery, Inc 4.01 Contributo in Atti di convegno -
Embedding Temporal Convolutional Networks for Energy-efficient PPG-based Heart Rate Monitoring Alessio Burrello; Daniele Jahier Pagliari; Pierangelo Maria Rapa; Matilde Semilia; Matteo Risso; ...Tommaso Polonelli; Massimo Poncino; Luca Benini; Simone Benatti 2022-01-01 ACM TRANSACTIONS ON COMPUTING FOR HEALTHCARE - 1.01 Articolo in rivista -
Energy-efficient adaptive machine learning on IoT end-nodes with class-dependent confidence Daghero F.; Burrello A.; Pagliari D.J.; Benini L.; Macii E.; Poncino M. 2020-01-01 - Institute of Electrical and Electronics Engineers Inc. 4.01 Contributo in Atti di convegno -
Energy-efficient Wearable-to-Mobile Offload of ML Inference for PPG-based Heart-Rate Estimation Burrello, Alessio; Risso, Matteo; Tomasello, Noemi; Chen, Yukai; Benini, Luca; Macii, Enrico; Pon...cino, Massimo; Pagliari, Daniele Jahier 2023-01-01 - - 4.01 Contributo in Atti di convegno -
Enhancing structural health monitoring with vehicle identification and tracking Burrello A.; Brunelli D.; Malavisi M.; Benini L. 2020-01-01 - Institute of Electrical and Electronics Engineers Inc. 4.01 Contributo in Atti di convegno Enhancing Structural Health.pdfEnhancing Structural Health_Postprint.pdf
ExaMon-X: a Predictive Maintenance Framework for Automatic Monitoring in Industrial IoT Systems Borghesi, Andrea; Burrello, Alessio; Bartolini, Andrea 2021-01-01 IEEE INTERNET OF THINGS JOURNAL - 1.01 Articolo in rivista postPrintVersion_plus_editorialReference.pdf
Exploring Scalable, Distributed Real-Time Anomaly Detection for Bridge Health Monitoring Amirhossein Moallemi; Alessio Burrello; Davide Brunelli; Luca Benini 2022-01-01 IEEE INTERNET OF THINGS JOURNAL - 1.01 Articolo in rivista exploring scalable post print.pdf
Fully Onboard AI-powered Human-Drone Pose Estimation on Ultra-low Power Autonomous Flying Nano-UAVs Palossi D.; Zimmerman N.; Burrello A.; Conti F.; Muller H.; Gambardella L.M.; Benini L.; Giusti A....; Guzzi J. 2022-01-01 IEEE INTERNET OF THINGS JOURNAL - 1.01 Articolo in rivista IoTJ_2021____PULP_Frontnet_reduced.pdf
HTVM: Efficient Neural Network Deployment On Heterogeneous TinyML Platforms Van Delm, J; Vandersteegenl, M; Burrello, A; Sarda, GM; Conti, F; Pagliari, DJ; Benini, L; Verhel...st, M 2023-01-01 - IEEE 4.01 Contributo in Atti di convegno -