Research output per year
Research output per year
Personal profile
Research Interests
The nature of Setti's research interests and approaches is multidisciplinary: they include nonlinear circuits, statistical signal processing, electromagnetic compatibility, compressive sensing, biomedical circuits and systems, power electronics, design and implementation of IoT nodes, as well as machine learning techniques for anomaly detection and predictive maintenance.
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Collaborations and top research areas from the last five years
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Incremental Undersampling MRI Acquisition With Neural Self Assessment
Martinini, F., Mangia, M., Marchioni, A., Setti, G. & Rovatti, R., Mar 2025, In: Signal Processing. 228, 109746.Research output: Contribution to journal › Article › peer-review
Open Access -
A General Framework for the Assessment of Detectors of Anomalies in Time Series
Enttsel, A., Onofri, S., Marchioni, A., Mangia, M., Setti, G. & Rovatti, R., 2024, In: IEEE Transactions on Industrial Informatics. 20, 10, p. 12051-12061 11 p.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations -
Anomaly Detection-Reconstruction Trade-off in Autoencoder-based Compression
Enttsel, A., Marchioni, A., Manovi, L., Nikpali, R., Ravaglia, G., Setti, G., Rovatti, R. & Mangia, M., 2024, 32nd European Signal Processing Conference, EUSIPCO 2024 - Proceedings. European Signal Processing Conference, EUSIPCO, p. 1957-1961 5 p. (European Signal Processing Conference).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Controlling the Skyrmion Density and Size for Quantized Convolutional Neural Network
Lone, A. H., Ganguly, A., Li, H., El-Atab, N., Setti, G., Das, G. & Fariborzi, H., 2024, (Accepted/In press) In: IEEE Access.Research output: Contribution to journal › Article › peer-review
Open Access -
Enhancing Anomaly Detection with Entropy Regularization in Autoencoder-based Lightweight Compression
Enttsel, A., Marchioni, A., Setti, G., Mangia, M. & Rovatti, R., 2024, 2024 IEEE 6th International Conference on AI Circuits and Systems, AICAS 2024 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 273-277 5 p. (2024 IEEE 6th International Conference on AI Circuits and Systems, AICAS 2024 - Proceedings).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
2 Scopus citations -
Equivalent skin effect model for time-domain analysis starting from electromagnetic simulator values
Simone, S., Pareschi, F., Setti, G. & Lena, D., 2024, 2024 25th International Conference on Thermal, Mechanical and Multi-Physics Simulation and Experiments in Microelectronics and Microsystems, EuroSimE 2024. Institute of Electrical and Electronics Engineers Inc., (2024 25th International Conference on Thermal, Mechanical and Multi-Physics Simulation and Experiments in Microelectronics and Microsystems, EuroSimE 2024).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
1 Scopus citations -
Hardware implementation of memristor-based artificial neural networks
Aguirre, F., Sebastian, A., Le Gallo, M., Song, W., Wang, T., Yang, J. J., Lu, W., Chang, M. F., Ielmini, D., Yang, Y., Mehonic, A., Kenyon, A., Villena, M. A., Roldán, J. B., Wu, Y., Hsu, H. H., Raghavan, N., Suñé, J., Miranda, E. & Eltawil, A. & 11 others, , Dec 2024, In: Nature Communications. 15, 1, 1974.Research output: Contribution to journal › Review article › peer-review
Open Access120 Scopus citations -
Magnetic Soliton MTJ Devices for Neuromorphic Computing Applications
Lone, A. H., Rahimi, D. N., Fariborzi, H. & Setti, G., 2024, IEEE Electron Devices Technology and Manufacturing Conference: Strengthening the Globalization in Semiconductors, EDTM 2024. Institute of Electrical and Electronics Engineers Inc., (IEEE Electron Devices Technology and Manufacturing Conference: Strengthening the Globalization in Semiconductors, EDTM 2024).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Press/Media
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Rising Stars, Global Impact: Saudi Arabia at the Forefront of AI Innovation
04/25/25
1 item of Media coverage
Press/Media: Press / Media
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Rising Stars, Global Impact: Saudi Arabia at the Forefront of AI Innovation
04/23/25 → 04/24/25
2 items of Media coverage
Press/Media: Press / Media
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Rising Stars, Global Impact: Saudi Arabia at the Forefront of AI Innovation
04/23/25
1 item of Media coverage
Press/Media: Press / Media
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Rising stars, global impact: KSA at the forefront of AI innovation
Ghanem, B., Schmidhuber, J. & Setti, G.
04/23/25
1 item of Media coverage
Press/Media: Press / Media
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Rising Stars, Global Impact: Saudi Arabia at the Forefront of AI Innovation
04/23/25
1 item of Media coverage
Press/Media: Press / Media
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Rising stars, global impact: KAUST positioning KSA at the forefront of AI innovation
Ghanem, B., Schmidhuber, J. & Setti, G.
04/22/25
1 item of Media coverage
Press/Media: Press / Media
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King Abdullah University of Science and Technology (KAUST) Researchers Detail Findings in Science (Deep learning-driven pulmonary artery and vein segmentation reveals demography-associated vasculature anatomical differences)
Gao, X., Zhou, L., Setti, G., Henao Giraldo, R., Luo, G., Zhou, J. & Chu, Y.
03/20/25
1 item of Media coverage
Press/Media: Press / Media
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New Neuromorphic Computing and Engineering Study Findings Have Been Reported by Researchers at King Abdullah University of Science and Technology (KAUST) (Multilayer magnetic skyrmion devices for spiking neural networks)
Setti, G. & Lone, A.
02/17/25
1 item of Media coverage
Press/Media: Press / Media