All publications

Hafthorsdottir, S; Vostrikov, S; Cossettini, A; Rieder, M; Leitner, C; Magno, M; Benini, L, Automatic Extraction of Muscle Fascicle Pennation Angle from Raw Ultrasound Data, in: 2022 IEEE Sensors Applications Symposium (SAS), 345 E 47TH ST, NEW YORK, NY 10017 USA, IEEE, 2022, pp. 1 - 5 (atti di: 2022 IEEE Sensors Applications Symposium (SAS), Sundsvall, Sweden, 1 - 3 August 2022) [Contribution to conference proceedings]

Amatetti, C; Polonelli, T; Masina, E; Moatti, C; Mikhaylov, D; Amato, D; Vanelli-Coralli, A; Magno, M; Benini, L, Towards the Future Generation of Railway Localization and Signaling Exploiting sub-meter RTK GNSS, in: IEEE Sensors Applications Symposium (SAS), 345 E 47TH ST, NEW YORK, NY 10017 USA, IEEE, 2022, pp. 1 - 6 (atti di: IEEE Sensors Applications Symposium (SAS), Sundsvall, Sweden, 1-3 August 2022) [Contribution to conference proceedings]

Di Mauro A.; Scherer M.; Rossi D.; Benini L., Kraken: A Direct Event/Frame-Based Multi-sensor Fusion SoC for Ultra-Efficient Visual Processing in Nano-UAVs, in: 2022 IEEE Hot Chips 34 Symposium (HCS), 2022, pp. 1 - 19 (atti di: 2022 IEEE Hot Chips 34 Symposium (HCS), Cupertino, CA, USA, 21-23 August 2022) [Contribution to conference proceedings]

Neretti G.; Popoli A.; Scaltriti S.G.; Cristofolini A., Real Time Power Control in a High Voltage Power Supply for Dielectric Barrier Discharge Reactors: Implementation Strategy and Load Thermal Analysis, «ELECTRONICS», 2022, 11, pp. 1 - 14 [Scientific article] Open Access

Martinini F.; Mangia M.; Marchioni A.; Rovatti R.; Setti G., A Deep Learning Method for Optimal Undersampling Patterns and Image Recovery for MRI Exploiting Losses and Projections, «IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING», 2022, 16, pp. 713 - 724 [Scientific article] Open Access

Spallanzani, Matteo; Leonardi, Gian Paolo; Benini, Luca, Training Quantised Neural Networks with STE Variants: the Additive Noise Annealing Algorithm, in: 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022, pp. 470 - 479 (atti di: 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), New Orleans, LA, USA, 18-24 June 2022) [Contribution to conference proceedings]

Bauer, P; Breschi, M; Cavallucci, L; Duchateau, JL; Gauthier, F; Torre, A; Turck, B, Description of the AC Loss Model for the ITER Central Solenoid During a Plasma Scenario, «IEEE TRANSACTIONS ON APPLIED SUPERCONDUCTIVITY», 2022, 32, pp. 1 - 5 [Scientific article] Open Access

Celentano A.; Pareschi F.; Rovatti R.; Setti G., A Zero-Transient Dual-Frequency Control for Class-E Resonant DC-DC Converters, «IEEE TRANSACTIONS ON POWER ELECTRONICS», 2022, 38, pp. 2105 - 2114 [Scientific article] Open Access

Breschi, M; Cavallucci, L; Bauer, P; Gauthier, F; Bonifetto, R; Zappatore, A; Zanino, R; Martovetsky, N; Khumthong, K; Ortiz, E; Sheeron, J, AC Losses in the Second Module of the ITER Central Solenoid, «IEEE TRANSACTIONS ON APPLIED SUPERCONDUCTIVITY», 2022, 32, pp. 1 - 5 [Scientific article]

Hersche, M.; Karunaratne, G.; Cherubini, G.; Benini, L.; Sebastian, A.; Rahimi, A., Constrained Few-shot Class-incremental Learning, in: 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022, 2022-June, pp. 9047 - 9057 (atti di: 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), New Orleans, LA, USA, 18-24 June 2022) [Contribution to conference proceedings] Open Access

Martinini, F.; Enttsel, A.; Marchioni, A.; Mangia, M.; Pareschi, F.; Rovatti, R.; Setti, G., Training Binary Layers by Self-Shrinking of Sigmoid Slope: Application to Fast MRI Acquisition, in: 2022 IEEE Biomedical Circuits and Systems Conference (BioCAS), 2022, pp. 665 - 669 (atti di: 2022 IEEE Biomedical Circuits and Systems Conference (BioCAS), Taiwan, 13-15 October 2022) [Contribution to conference proceedings]

Martinini, Filippo; Enttsel, Andriy; Marchioni, Alex; Mangia, Mauro; Rovatti, Riccardo; Setti, Gianluca, Binary Compressed Sensing of ECG by Neural Matrix Optimization and Support Oracle, in: 2022 IEEE Biomedical Circuits and Systems Conference (BioCAS), 2022, pp. 660 - 664 (atti di: 2022 IEEE Biomedical Circuits and Systems Conference (BioCAS), Taiwan, 13-15 October 2022) [Contribution to conference proceedings]

Perotti M.; Cavalcante M.; Wistoff N.; Andri R.; Cavigelli L.; Benini L., A 'New Ara' for Vector Computing: An Open Source Highly Efficient RISC-V V 1.0 Vector Processor Design, in: 2022 IEEE 33rd International Conference on Application-specific Systems, Architectures and Processors (ASAP), 2022, 2022-July, pp. 43 - 51 (atti di: 2022 IEEE 33rd International Conference on Application-specific Systems, Architectures and Processors (ASAP), Gothenburg, Sweden, 12-14 July 2022) [Contribution to conference proceedings]

Bich, Philippe; Prono, Luciano; Mangia, Mauro; Pareschi, Fabio; Rovatti, Riccardo; Setti, Gianluca, Aggressively prunable MAM²-based Deep Neural Oracle for ECG acquisition by Compressed Sensing, in: 2022 IEEE Biomedical Circuits and Systems Conference (BioCAS), 2022, pp. 163 - 167 (atti di: 2022 IEEE Biomedical Circuits and Systems Conference (BioCAS), Taiwan, 13-15 October 2022) [Contribution to conference proceedings]

Prono, Luciano; Mangia, Mauro; Pareschi, Fabio; Rovatti, Riccardo; Setti, Gianluca, A Non-conventional Sum-and-Max based Neural Network layer for Low Power Classification, in: 2022 IEEE International Symposium on Circuits and Systems (ISCAS), 2022, pp. 712 - 716 (atti di: 2022 IEEE International Symposium on Circuits and Systems (ISCAS), Taiwan, 13-15 October 2022) [Contribution to conference proceedings]

Paulin G.; Cavalcante M.; Scheffler P.; Bertaccini L.; Zhang Y.; Gurkaynak F.; Benini L., Soft Tiles: Capturing Physical Implementation Flexibility for Tightly-Coupled Parallel Processing Clusters, in: 2022 IEEE Computer Society Annual Symposium on VLSI (ISVLSI), 2022, 2022-July, pp. 44 - 49 (atti di: 2022 IEEE Computer Society Annual Symposium on VLSI (ISVLSI), Nicosia, Cyprus, 04-06 July 2022) [Contribution to conference proceedings] Open Access

Rogenmoser, M.; Wistoff, N.; Vogel, P.; Gurkaynak, F.; Benini, L., On-Demand Redundancy Grouping: Selectable Soft-Error Tolerance for a Multicore Cluster, in: 2022 IEEE Computer Society Annual Symposium on VLSI (ISVLSI), 2022, 2022-July, pp. 398 - 401 (atti di: 2022 IEEE Computer Society Annual Symposium on VLSI (ISVLSI), Nicosia, Cyprus, 04-06 July 2022) [Contribution to conference proceedings] Open Access

Castaieda, O.; Benini, L.; Studer, C., A 283 pJ/b 240 Mb/s Floating-Point Baseband Accelerator for Massive MU-MIMO in 22FDX, in: ESSCIRC 2022- IEEE 48th European Solid State Circuits Conference (ESSCIRC), 2022, pp. 357 - 360 (atti di: ESSCIRC 2022- IEEE 48th European Solid State Circuits Conference (ESSCIRC), Milan, Italy, 19-22 September 2022) [Contribution to conference proceedings] Open Access

Karunaratne G.; Hersche M.; Langeneager J.; Cherubini G.; Gallo M.L.; Egger U.; Brew K.; Choi S.; Ok I.; Silvestre C.; Li N.; Saulnier N.; Chan V.; Ahsan I.; Narayanan V.; Benini L.; Sebastian A.; Rahimi A., In-memory Realization of In-situ Few-shot Continual Learning with a Dynamically Evolving Explicit Memory, in: ESSCIRC 2022- IEEE 48th European Solid State Circuits Conference (ESSCIRC), 2022, pp. 105 - 108 (atti di: ESSCIRC 2022- IEEE 48th European Solid State Circuits Conference (ESSCIRC), Milan, Italy, 19-22 September 2022) [Contribution to conference proceedings]

Kuhne, Jonas; Magno, Michele; Benini, Luca, Parallelizing Optical Flow Estimation on an Ultra-Low Power RISC-V Cluster for Nano-UAV Navigation, in: IEEE International Symposium on Circuits and Systems (ISCAS), 2022, pp. 301 - 305 (atti di: IEEE International Symposium on Circuits and Systems (ISCAS), Austin, Texas, May 27 - June 1) [Contribution to conference proceedings]