Archivio Istituzionale della RicercaBURRELLO, ALESSIO
BURRELLO, ALESSIO
Dipartimento Interateneo di Scienze, Progetto e Politiche del Territorio
036284
A dynamic clamping approach using in silico IK1 current for discrimination of chamber-specific hiPSC-derived cardiomyocytes
2023 Altomare, Claudia; Bartolucci, Chiara; Sala, Luca; Balbi, Carolina; Burrello, Jacopo; Pietrogiovanna, Nicole; Burrello, Alessio; Bolis, Sara; Panella, Stefano; Arici, Martina; Krause, Rolf; Rocchetti, Marcella; Severi, Stefano; Barile, Lucio
A Microcontroller is All You Need: Enabling Transformer Execution on Low-Power IoT Endnodes
2021 Burrello, A; Scherer, M; Zanghieri, M; Conti, F; Benini, L
Adaptive Random Forests for Energy-Efficient Inference on Microcontrollers
2021 Daghero, Francesco; Burrello, Alessio; Xie, Chen; Benini, Luca; Calimera, Andrea; Macii, Enrico; Poncino, Massimo; Jahier Pagliari, Daniele
Adversarially-Trained Tiny Autoencoders for Near-Sensor Continuous Structural Health Monitoring
2022 Burrello, A; Sintoni, G; Brunelli, D; Benini, L
An Ensemble of Hyperdimensional Classifiers: Hardware-Friendly Short-Latency Seizure Detection With Automatic iEEG Electrode Selection
2021 Burrello, Alessio; Benatti, Simone; Schindler, Kaspar; Benini, Luca; Rahimi, Abbas
An extracellular vesicle epitope profile is associated with acute myocardial infarction
2020 Burrello, Jacopo; Bolis, Sara; Balbi, Carolina; Burrello, Alessio; Provasi, Elena; Caporali, Elena; Gauthier, Lorenzo Grazioli; Peirone, Andrea; D'Ascenzo, Fabrizio; Monticone, Silvia; Barile, Lucio; Vassalli, Giuseppe
Bioformers: Embedding Transformers for Ultra-Low Power sEMG-based Gesture Recognition
2022 Burrello, A.; Bianco Morghet, F.; Scherer, M.; Benatti, S.; Benini, L.; Macii, E.; Poncino, M.; Jahier Pagliari, D.
Blood pressure circadian rhythm alterations in alpha-synucleinopathies
2019 Vallelonga, Fabrizio; Di Stefano, Cristina; Merola, Aristide; Romagnolo, Alberto; Sobrero, Gabriele; Milazzo, Valeria; Burrello, Alessio; Burrello, Jacopo; Zibetti, Maurizio; Veglio, Franco; Maule, Simona
Channel-wise Mixed-precision Assignment for DNN Inference on Constrained Edge Nodes
2022 Risso, M.; Burrello, A.; Benini, L.; Macii, E.; Poncino, M.; Jahier Pagliari, D.
Circulating extracellular vesicles are endowed with enhanced procoagulant activity in SARS-CoV-2 infection
2021 Balbi, Carolina; Burrello, Jacopo; Bolis, Sara; Lazzarini, Edoardo; Biemmi, Vanessa; Pianezzi, Enea; Burrello, Alessio; Caporali, Elena; Grazioli, Lorenzo Gauthier; Martinetti, Gladys; Fusi-Schmidhauser, Tanja; Vassalli, Giuseppe; Melli, Giorgia; Barile, Lucio
Circulating extracellular vesicles as non-invasive biomarker of rejection in heart transplant
2020 Castellani, Chiara; Burrello, Jacopo; Fedrigo, Marny; Burrello, Alessio; Bolis, Sara; Di Silvestre, Dario; Tona, Francesco; Bottio, Tomaso; Biemmi, Vanessa; Toscano, Giuseppe; Gerosa, Gino; Thiene, Gaetano; Basso, Cristina; Longnus, Sarah L; Vassalli, Giuseppe; Angelini, Annalisa; Barile, Lucio
Classification of microadenomas in patients with primary aldosteronism by steroid profiling
2019 Yang, Yuhong; Burrello, Jacopo; Burrello, Alessio; Eisenhofer, Graeme; Peitzsch, Mirko; Tetti, Martina; Knösel, Thomas; Beuschlein, Felix; Lenders, Jacques W M; Mulatero, Paolo; Reincke, Martin; Williams, Tracy Ann
Clinical Score and Machine Learning-Based Model to Predict Diagnosis of Primary Aldosteronism in Arterial Hypertension
2021 Buffolo, Fabrizio; Burrello, Jacopo; Burrello, Alessio; Heinrich, Daniel; Adolf, Christian; Müller, Lisa Marie; Chen, Rusi; Forestiero, Vittorio; Sconfienza, Elisa; Tetti, Martina; Veglio, Franco; Williams, Tracy Ann; Mulatero, Paolo; Monticone, Silvia
Damage Detection in Structural Health Monitoring with Spiking Neural Networks
2021 Zanatta, L; Barchi, F; Burrello, A; Bartolini, A; Brunelli, D; Acquaviva, A
Deep Neural Network Architecture Search for Accurate Visual Pose Estimation aboard Nano-UAVs
2023 Cereda, Elia; Crupi, Luca; Risso, Matteo; Burrello, Alessio; Benini, Luca; Giusti, Alessandro; Jahier Pagliari, Daniele; Palossi, Daniele
Detection of orthostatic hypotension with ambulatory blood pressure monitoring in parkinson's disease
2019 Vallelonga, Fabrizio; Romagnolo, Alberto; Merola, Aristide; Sobrero, Gabriele; Di Stefano, Cristina; Milazzo, Valeria; Burrello, Jacopo; Burrello, Alessio; Zibetti, Maurizio; Milan, Alberto; Veglio, Franco; Maule, Simona
Development and Validation of Prediction Models for Subtype Diagnosis of Patients With Primary Aldosteronism
2020 Burrello, Jacopo; Burrello, Alessio; Pieroni, Jacopo; Sconfienza, Elisa; Forestiero, Vittorio; Rabbia, Paola; Adolf, Christian; Reincke, Martin; Veglio, Franco; Williams, Tracy Ann; Monticone, Silvia; Mulatero, Paolo
Development of a prediction score to avoid confirmatory testing in patients with suspected primary aldosteronism
2021 Burrello, Jacopo; Amongero, Martina; Buffolo, Fabrizio; Sconfienza, Elisa; Forestiero, Vittorio; Burrello, Alessio; Adolf, Christian; Handgriff, Laura; Reincke, Martin; Veglio Franco and, Others
DORY: Automatic End-to-End Deployment of Real-World DNNs on Low-Cost IoT MCUs
2021 Burrello, A; Garofalo, A; Bruschi, N; Tagliavini, G; Rossi, D; Conti, F
Dynamic Decision Tree Ensembles for Energy-Efficient Inference on IoT Edge Nodes
2023 Daghero, Francesco; Burrello, Alessio; Macii, Enrico; Montuschi, Paolo; Poncino, Massimo; JAHIER PAGLIARI, Daniele
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| 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; Pietrogiovanna, Nicole; Burrello, Alessio; Bolis, Sara; Panella, Stefano; Arici, Martina; Krause, Rolf; Rocchetti, Marcella; Severi, Stefano; Barile, Lucio. - In: COMMUNICATIONS BIOLOGY. - ISSN 2399-3642. - 6:1(2023), p. 291. [10.1038/s42003-023-04674-9] | 1-gen-2023 | Sala, LucaBurrello, Alessio + | 2023 - AC - AT vs VT porential - Comm Biol.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), pp. 84-89. (Intervento presentato al convegno 2021 IEEE International Conference on Omni-Layer Intelligent Systems (COINS)) [10.1109/COINS51742.2021.9524173]. | 1-gen-2021 | Burrello, A + | COINS________PULP_Transformers.pdf |
| Adaptive Random Forests for Energy-Efficient Inference on Microcontrollers / Daghero, Francesco; Burrello, Alessio; Xie, Chen; Benini, Luca; Calimera, Andrea; Macii, Enrico; Poncino, Massimo; Jahier Pagliari, Daniele. - ELETTRONICO. - (2021), pp. 1-6. (Intervento presentato al convegno 29th IFIP/IEEE International Conference on Very Large Scale Integration, VLSI-SoC 2021 tenutosi a Virtual Conference nel 2021) [10.1109/VLSI-SoC53125.2021.9606986]. | 1-gen-2021 | Daghero, FrancescoBurrello, AlessioXie, ChenBenini, LucaCalimera, AndreaMacii, EnricoPoncino, MassimoJahier Pagliari, Daniele | Adaptive_Random_Forests_for_Energy-Efficient_Inference_on_Microcontrollers.pdf; Adaptive_Random_Forests_for_Energy-Efficient_Inference_on_Microcontrollers-POSTPRINT.pdf.pdf |
| Adversarially-Trained Tiny Autoencoders for Near-Sensor Continuous Structural Health Monitoring / Burrello, A; Sintoni, G; Brunelli, D; Benini, L. - (2022), pp. 439-442. (Intervento presentato al convegno 2022 IEEE 4th International Conference on Artificial Intelligence Circuits and Systems (AICAS)) [10.1109/AICAS54282.2022.9869952]. | 1-gen-2022 | Burrello, A + | AICAS_____GANforSHM.pdf |
| An Ensemble of Hyperdimensional Classifiers: Hardware-Friendly Short-Latency Seizure Detection With Automatic iEEG Electrode Selection / Burrello, Alessio; Benatti, Simone; Schindler, Kaspar; Benini, Luca; Rahimi, Abbas. - In: IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS. - ISSN 2168-2194. - 25:4(2021), pp. 935-946. [10.1109/JBHI.2020.3022211] | 1-gen-2021 | Burrello, Alessio + | JBHI_______Epilepsy___ensamble.pdf |
| An extracellular vesicle epitope profile is associated with acute myocardial infarction / Burrello, Jacopo; Bolis, Sara; Balbi, Carolina; Burrello, Alessio; Provasi, Elena; Caporali, Elena; Gauthier, Lorenzo Grazioli; Peirone, Andrea; D'Ascenzo, Fabrizio; Monticone, Silvia; Barile, Lucio; Vassalli, Giuseppe. - In: JOURNAL OF CELLULAR AND MOLECULAR MEDICINE. - ISSN 1582-1838. - 24:17(2020), pp. 9945-9957. [10.1111/jcmm.15594] | 1-gen-2020 | Burrello, Alessio + | 10 - post.pdf |
| Bioformers: Embedding Transformers for Ultra-Low Power sEMG-based Gesture Recognition / Burrello, A.; Bianco Morghet, F.; Scherer, M.; Benatti, S.; Benini, L.; Macii, E.; Poncino, M.; Jahier Pagliari, D.. - ELETTRONICO. - (2022), pp. 1443-1448. (Intervento presentato al convegno 2022 Design, Automation and Test in Europe Conference and Exhibition, DATE 2022 tenutosi a Antwerp, Belgium nel 2022) [10.23919/DATE54114.2022.9774639]. | 1-gen-2022 | Burrello A.Bianco Morghet F.MacIi E.Poncino M.Jahier Pagliari D. + | DATE22___Bioformer.pdf; Burrello_et_al_2022_Bioformers.pdf |
| Blood pressure circadian rhythm alterations in alpha-synucleinopathies / Vallelonga, Fabrizio; Di Stefano, Cristina; Merola, Aristide; Romagnolo, Alberto; Sobrero, Gabriele; Milazzo, Valeria; Burrello, Alessio; Burrello, Jacopo; Zibetti, Maurizio; Veglio, Franco; Maule, Simona. - In: JOURNAL OF NEUROLOGY. - ISSN 0340-5354. - 266:5(2019), pp. 1141-1152. [10.1007/s00415-019-09244-w] | 1-gen-2019 | Burrello, Alessio + | 3 - post.pdf |
| Channel-wise Mixed-precision Assignment for DNN Inference on Constrained Edge Nodes / Risso, M.; Burrello, A.; Benini, L.; Macii, E.; Poncino, M.; Jahier Pagliari, D.. - ELETTRONICO. - (2022), pp. 1-6. (Intervento presentato al convegno 13th IEEE International Green and Sustainable Computing Conference, IGSC 2022 tenutosi a Pittsburgh, PA, USA nel 2022) [10.1109/IGSC55832.2022.9969373]. | 1-gen-2022 | Risso M.Burrello A.Macii E.Poncino M.Jahier Pagliari D. + | Multi_precision_NAS__Camera_Ready_.pdf; Risso_et_al_2022_Channel-wise_Mixed-precision_Assignment_for_DNN_Inference_on_Constrained_Edge.pdf |
| Circulating extracellular vesicles are endowed with enhanced procoagulant activity in SARS-CoV-2 infection / Balbi, Carolina; Burrello, Jacopo; Bolis, Sara; Lazzarini, Edoardo; Biemmi, Vanessa; Pianezzi, Enea; Burrello, Alessio; Caporali, Elena; Grazioli, Lorenzo Gauthier; Martinetti, Gladys; Fusi-Schmidhauser, Tanja; Vassalli, Giuseppe; Melli, Giorgia; Barile, Lucio. - In: EBIOMEDICINE. - ISSN 2352-3964. - 67:(2021), p. 103369. [10.1016/j.ebiom.2021.103369] | 1-gen-2021 | Burrello, Alessio + | 17 - post.pdf |
| Circulating extracellular vesicles as non-invasive biomarker of rejection in heart transplant / Castellani, Chiara; Burrello, Jacopo; Fedrigo, Marny; Burrello, Alessio; Bolis, Sara; Di Silvestre, Dario; Tona, Francesco; Bottio, Tomaso; Biemmi, Vanessa; Toscano, Giuseppe; Gerosa, Gino; Thiene, Gaetano; Basso, Cristina; Longnus, Sarah L; Vassalli, Giuseppe; Angelini, Annalisa; Barile, Lucio. - In: THE JOURNAL OF HEART AND LUNG TRANSPLANTATION. - ISSN 1053-2498. - 39:10(2020), pp. 1136-1148. [10.1016/j.healun.2020.06.011] | 1-gen-2020 | Burrello, Alessio + | 7 - post.pdf; 7+-+pre_compressed.pdf |
| Classification of microadenomas in patients with primary aldosteronism by steroid profiling / Yang, Yuhong; Burrello, Jacopo; Burrello, Alessio; Eisenhofer, Graeme; Peitzsch, Mirko; Tetti, Martina; Knösel, Thomas; Beuschlein, Felix; Lenders, Jacques W M; Mulatero, Paolo; Reincke, Martin; Williams, Tracy Ann. - In: JOURNAL OF STEROID BIOCHEMISTRY AND MOLECULAR BIOLOGY. - ISSN 0960-0760. - 189:(2019), pp. 274-282. [10.1016/j.jsbmb.2019.01.008] | 1-gen-2019 | Burrello, Alessio + | 4 - post.pdf |
| Clinical Score and Machine Learning-Based Model to Predict Diagnosis of Primary Aldosteronism in Arterial Hypertension / Buffolo, Fabrizio; Burrello, Jacopo; Burrello, Alessio; Heinrich, Daniel; Adolf, Christian; Müller, Lisa Marie; Chen, Rusi; Forestiero, Vittorio; Sconfienza, Elisa; Tetti, Martina; Veglio, Franco; Williams, Tracy Ann; Mulatero, Paolo; Monticone, Silvia. - In: HYPERTENSION. - ISSN 0194-911X. - 78:5(2021), pp. 1595-1604. [10.1161/HYPERTENSIONAHA.121.17444] | 1-gen-2021 | Burrello, Alessio + | 14 - post.pdf; 14 - pre.pdf |
| Damage Detection in Structural Health Monitoring with Spiking Neural Networks / Zanatta, L; Barchi, F; Burrello, A; Bartolini, A; Brunelli, D; Acquaviva, A. - (2021), pp. 105-110. (Intervento presentato al convegno 2021 IEEE International Workshop on Metrology for Industry 4.0 & IoT (MetroInd4.0&IoT)) [10.1109/METROIND4.0IOT51437.2021.9488476]. | 1-gen-2021 | Zanatta, LBarchi, FBurrello, ABartolini, A + | _____date_eprop_v_.pdf |
| Deep Neural Network Architecture Search for Accurate Visual Pose Estimation aboard Nano-UAVs / Cereda, Elia; Crupi, Luca; Risso, Matteo; Burrello, Alessio; Benini, Luca; Giusti, Alessandro; Jahier Pagliari, Daniele; Palossi, Daniele. - ELETTRONICO. - (2023), pp. 6065-6071. (Intervento presentato al convegno 2023 IEEE International Conference on Robotics and Automation (ICRA) tenutosi a London (UK) nel 29 May 2023 - 02 June 2023) [10.1109/ICRA48891.2023.10160369]. | 1-gen-2023 | Risso, MatteoBurrello, AlessioBenini, LucaJahier Pagliari, Daniele + | 2303.01931.pdf; Deep_Neural_Network_Architecture_Search_for_Accurate_Visual_Pose_Estimation_aboard_Nano-UAVs.pdf |
| Detection of orthostatic hypotension with ambulatory blood pressure monitoring in parkinson's disease / Vallelonga, Fabrizio; Romagnolo, Alberto; Merola, Aristide; Sobrero, Gabriele; Di Stefano, Cristina; Milazzo, Valeria; Burrello, Jacopo; Burrello, Alessio; Zibetti, Maurizio; Milan, Alberto; Veglio, Franco; Maule, Simona. - In: HYPERTENSION RESEARCH. - ISSN 0916-9636. - 42:(2019), pp. 1552-1560. [10.1038/s41440-019-0267-x] | 1-gen-2019 | Di Stefano, CristinaMilazzo, ValeriaBurrello, AlessioMilan, Alberto + | s41440-019-0267-x.pdf |
| Development and Validation of Prediction Models for Subtype Diagnosis of Patients With Primary Aldosteronism / Burrello, Jacopo; Burrello, Alessio; Pieroni, Jacopo; Sconfienza, Elisa; Forestiero, Vittorio; Rabbia, Paola; Adolf, Christian; Reincke, Martin; Veglio, Franco; Williams, Tracy Ann; Monticone, Silvia; Mulatero, Paolo. - In: THE JOURNAL OF CLINICAL ENDOCRINOLOGY AND METABOLISM. - ISSN 0021-972X. - 105:10(2020), pp. e3706-e3717. [10.1210/clinem/dgaa379] | 1-gen-2020 | Burrello, Alessio + | 11 - post.pdf; 11 - pre.pdf |
| Development of a prediction score to avoid confirmatory testing in patients with suspected primary aldosteronism / Burrello, Jacopo; Amongero, Martina; Buffolo, Fabrizio; Sconfienza, Elisa; Forestiero, Vittorio; Burrello, Alessio; Adolf, Christian; Handgriff, Laura; Reincke, Martin; Veglio Franco and, Others. - In: THE JOURNAL OF CLINICAL ENDOCRINOLOGY & METABOLISM. - ISSN 1945-7197. - 106:4(2021), pp. 1708-1716. [10.1210/clinem/dgaa974] | 1-gen-2021 | Amongero MartinaBurrello Alessio + | dgaa974.pdf |
| DORY: Automatic End-to-End Deployment of Real-World DNNs on Low-Cost IoT MCUs / Burrello, A; Garofalo, A; Bruschi, N; Tagliavini, G; Rossi, D; Conti, F. - In: IEEE TRANSACTIONS ON COMPUTERS. - ISSN 0018-9340. - 70:8(2021), pp. 1253-1268. [10.1109/TC.2021.3066883] | 1-gen-2021 | Burrello, A + | TComp_____Dory.pdf |
| Dynamic Decision Tree Ensembles for Energy-Efficient Inference on IoT Edge Nodes / Daghero, Francesco; Burrello, Alessio; Macii, Enrico; Montuschi, Paolo; Poncino, Massimo; JAHIER PAGLIARI, Daniele. - In: IEEE INTERNET OF THINGS JOURNAL. - ISSN 2327-4662. - (2023). [10.1109/JIOT.2023.3286276] | 1-gen-2023 | Francesco DagheroAlessio BurrelloEnrico MaciiPaolo MontuschiMassimo PoncinoDaniele Jahier Pagliari | Dynamic_Decision_Tree_Ensembles_for_Energy-Efficient_Inference_on_IoT_Edge_Nodes.pdf; dynamic_decision_tree_ensembles_for_energy_efficient_inference_on_iot_edge_nodes_post-print.pdf |