Alessio Burrello

2.2k total citations
79 papers, 1.3k citations indexed

About

Alessio Burrello is a scholar working on Computer Vision and Pattern Recognition, Biomedical Engineering and Cardiology and Cardiovascular Medicine. According to data from OpenAlex, Alessio Burrello has authored 79 papers receiving a total of 1.3k indexed citations (citations by other indexed papers that have themselves been cited), including 17 papers in Computer Vision and Pattern Recognition, 17 papers in Biomedical Engineering and 15 papers in Cardiology and Cardiovascular Medicine. Recurrent topics in Alessio Burrello's work include EEG and Brain-Computer Interfaces (13 papers), Advanced Neural Network Applications (12 papers) and Advanced Memory and Neural Computing (10 papers). Alessio Burrello is often cited by papers focused on EEG and Brain-Computer Interfaces (13 papers), Advanced Neural Network Applications (12 papers) and Advanced Memory and Neural Computing (10 papers). Alessio Burrello collaborates with scholars based in Italy, Switzerland and United States. Alessio Burrello's co-authors include Luca Benini, Simone Benatti, Jacopo Burrello, Kaspar Schindler, Abbas Rahimi, Francesco Conti, Davide Brunelli, Daniele Jahier Pagliari, Sara Bolis and Lucio Barile and has published in prestigious journals such as The Journal of Clinical Endocrinology & Metabolism, Proceedings of the IEEE and Stroke.

In The Last Decade

Alessio Burrello

70 papers receiving 1.3k citations

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name h Career Trend Papers Cites
Alessio Burrello Italy 22 265 260 256 242 242 79 1.3k
Kuo‐Sheng Cheng Taiwan 20 100 0.4× 549 2.1× 157 0.6× 154 0.6× 318 1.3× 97 1.8k
Yutaka Hata Japan 19 499 1.9× 124 0.5× 102 0.4× 139 0.6× 377 1.6× 268 1.7k
Kenji Inoue Japan 27 77 0.3× 165 0.6× 154 0.6× 383 1.6× 616 2.5× 203 3.5k
Cristian Pasluosta Germany 17 178 0.7× 85 0.3× 82 0.3× 32 0.1× 596 2.5× 46 1.3k
Yusuke Tamura Japan 23 181 0.7× 73 0.3× 95 0.4× 300 1.2× 330 1.4× 166 2.1k
Ruxin Wang China 21 376 1.4× 37 0.1× 56 0.2× 151 0.6× 200 0.8× 76 1.4k
Narendra D. Londhe India 25 231 0.9× 193 0.7× 87 0.3× 42 0.2× 151 0.6× 125 1.9k
Anjan Gudigar India 27 115 0.4× 33 0.1× 74 0.3× 68 0.3× 243 1.0× 58 2.0k
Yunfeng Wu China 28 68 0.3× 61 0.2× 46 0.2× 572 2.4× 700 2.9× 78 1.9k

Countries citing papers authored by Alessio Burrello

Since Specialization
Citations

This map shows the geographic impact of Alessio Burrello's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Alessio Burrello with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Alessio Burrello more than expected).

Fields of papers citing papers by Alessio Burrello

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Alessio Burrello. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Alessio Burrello. The network helps show where Alessio Burrello may publish in the future.

Co-authorship network of co-authors of Alessio Burrello

This figure shows the co-authorship network connecting the top 25 collaborators of Alessio Burrello. A scholar is included among the top collaborators of Alessio Burrello based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Alessio Burrello. Alessio Burrello is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

20 of 20 papers shown
1.
Kasnesis, Panagiotis, et al.. (2025). Replacing Attention With Modality-Wise Convolution for Energy-Efficient PPG-Based Heart Rate Estimation Using Knowledge Distillation. IEEE Journal of Biomedical and Health Informatics. 30(1). 339–352.
2.
Burrello, Alessio, et al.. (2025). Toward Attention-Based TinyML: A Heterogeneous Accelerated Architecture and Automated Deployment Flow. IEEE Design and Test. 42(5). 63–72. 5 indexed citations
3.
Benini, Luca, et al.. (2025). MATCH: Model-Aware TVM-Based Compilation for Heterogeneous Edge Devices. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems. 44(10). 3844–3857.
4.
Pagliari, Daniele Jahier, Andrea Acquaviva, Massimo Poncino, et al.. (2025). Foundation Models for Structural Health Monitoring. IEEE Transactions on Sustainable Computing. 10(6). 1103–1115.
5.
Pagliari, Daniele Jahier, et al.. (2024). Adaptive Deep Learning for Efficient Visual Pose Estimation Aboard Ultra-Low-Power Nano-Drones. 1–6. 1 indexed citations
6.
Burrello, Alessio, et al.. (2024). Optimizing the Deployment of Tiny Transformers on Low-Power MCUs. IEEE Transactions on Computers. 74(2). 526–541. 7 indexed citations
7.
Burrello, Alessio, et al.. (2024). Deeploy: Enabling Energy-Efficient Deployment of Small Language Models on Heterogeneous Microcontrollers. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems. 43(11). 4009–4020. 10 indexed citations
8.
9.
Cossettini, Andrea, Thorir Mar Ingolfsson, Simone Benatti, et al.. (2024). Reducing False Alarms in Wearable Seizure Detection With EEGformer: A Compact Transformer Model for MCUs. IEEE Transactions on Biomedical Circuits and Systems. 18(3). 608–621. 13 indexed citations
10.
Burrello, Jacopo, Alessio Burrello, Elena Vacchi, et al.. (2024). Age- and sex-related variations in extracellular vesicle profiling for the assessment of cardiovascular risk: the EVaging index. PubMed. 10(1). 63–63. 1 indexed citations
11.
Burrello, Alessio, Yukai Chen, Luca Benini, et al.. (2023). Energy-efficient Wearable-to-Mobile Offload of ML Inference for PPG-based Heart-Rate Estimation. arXiv (Cornell University). 1–6. 4 indexed citations
12.
Cossettini, Andrea, Thorir Mar Ingolfsson, Simone Benatti, et al.. (2022). EEGformer: Transformer-Based Epilepsy Detection on Raw EEG Traces for Low-Channel-Count Wearable Continuous Monitoring Devices. UNICA IRIS Institutional Research Information System (University of Cagliari). 640–644. 9 indexed citations
13.
Palossi, Daniele, Alessio Burrello, Francesco Conti, et al.. (2022). Fully Onboard AI-powered Human-Drone Pose Estimation on Ultra-low Power Autonomous Flying Nano-UAVs. Archivio istituzionale della ricerca (Alma Mater Studiorum Università di Bologna). 43 indexed citations
14.
Burrello, Alessio, et al.. (2021). Spiking Neural Network-Based Near-Sensor Computing for Damage Detection in Structural Health Monitoring. Future Internet. 13(8). 219–219. 13 indexed citations
15.
Vacchi, Elena, Jacopo Burrello, Alessio Burrello, et al.. (2021). Profiling Inflammatory Extracellular Vesicles in Plasma and Cerebrospinal Fluid: An Optimized Diagnostic Model for Parkinson’s Disease. Biomedicines. 9(3). 230–230. 15 indexed citations
16.
Balbi, Carolina, Jacopo Burrello, Sara Bolis, et al.. (2021). Circulating extracellular vesicles are endowed with enhanced procoagulant activity in SARS-CoV-2 infection. EBioMedicine. 67. 103369–103369. 76 indexed citations
17.
Burrello, Alessio, et al.. (2021). Model-based vs. Data-driven Approaches for Anomaly Detection in Structural Health Monitoring: a Case Study. Iris (University of Trento). 1–6. 18 indexed citations
18.
Vacchi, Elena, Jacopo Burrello, Dario Di Silvestre, et al.. (2020). Immune profiling of plasma-derived extracellular vesicles identifies Parkinson disease. Neurology Neuroimmunology & Neuroinflammation. 7(6). 49 indexed citations
19.
Burrello, Alessio, Lukas Cavigelli, Kaspar Schindler, Luca Benini, & Abbas Rahimi. (2019). Laelaps: An Energy-Efficient Seizure Detection Algorithm from Long-term Human iEEG Recordings without False Alarms. Repository for Publications and Research Data (ETH Zurich). 752–757. 69 indexed citations
20.
Benatti, Simone, et al.. (2019). Robust Real-Time Embedded EMG Recognition Framework Using Temporal Convolutional Networks on a Multicore IoT Processor. IEEE Transactions on Biomedical Circuits and Systems. 14(2). 244–256. 105 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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