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Luca Benini

Professore ordinario

Dipartimento di Ingegneria dell'Energia Elettrica e dell'Informazione "Guglielmo Marconi"

Settore scientifico disciplinare: ING-INF/01 ELETTRONICA

Pubblicazioni

Burrello, Alessio; Benatti, Simone; Schindler, Kaspar Anton; Benini, Luca; Rahimi, Abbas, An Ensemble of Hyperdimensional Classifiers: Hardware-Friendly Short-Latency Seizure Detection with Automatic iEEG Electrode Selection, «IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS», 2021, 25, Article number: 9187540, pp. 935 - 946 [articolo]Open Access

Khaddam-Aljameh R.; Francese P.-A.; Benini L.; Eleftheriou E., An SRAM-Based Multibit In-Memory Matrix-Vector Multiplier with a Precision That Scales Linearly in Area, Time, and Power, «IEEE TRANSACTIONS ON VERY LARGE SCALE INTEGRATION (VLSI) SYSTEMS», 2021, 29, Article number: 9288639, pp. 372 - 385 [articolo]

Mattheeuws M.; Forsberg B.; Kurth A.; Benini L., Analyzing Memory Interference of FPGA Accelerators on Multicore Hosts in Heterogeneous Reconfigurable SoCs, in: Proceedings -Design, Automation and Test in Europe, DATE, Institute of Electrical and Electronics Engineers Inc., «PROCEEDINGS - DESIGN, AUTOMATION, AND TEST IN EUROPE CONFERENCE AND EXHIBITION», 2021, 2021-, pp. 1152 - 1155 (atti di: 2021 Design, Automation and Test in Europe Conference and Exhibition, DATE 2021, Grenoble, France, 2021) [Contributo in Atti di convegno]

Schiavone P.D.; Rossi D.; Di Mauro A.; Gurkaynak F.K.; Saxe T.; Wang M.; Yap K.C.; Benini L., Arnold: An eFPGA-Augmented RISC-V SoC for Flexible and Low-Power IoT End Nodes, «IEEE TRANSACTIONS ON VERY LARGE SCALE INTEGRATION (VLSI) SYSTEMS», 2021, 29, Article number: 9369856, pp. 677 - 690 [articolo]

De Prado M.; Mundy A.; Saeed R.; Denna M.; Pazos N.; Benini L., Automated Design Space Exploration for Optimized Deployment of DNN on Arm Cortex-A CPUs, «IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS», 2021, 40, pp. 2293 - 2305 [articolo]

Niculescu V.; Lamberti L.; Palossi D.; Benini L., Automated Tuning of End-to-end Neural Flight Controllers for Autonomous Nano-drones, in: 2021 IEEE 3rd International Conference on Artificial Intelligence Circuits and Systems, AICAS 2021, 345 E 47TH ST, NEW YORK, NY 10017 USA, Institute of Electrical and Electronics Engineers Inc., 2021, pp. 1 - 4 (atti di: 3rd IEEE International Conference on Artificial Intelligence Circuits and Systems, AICAS 2021, usa, 2021) [Contributo in Atti di convegno]

Riedel S.; Schuiki F.; Scheffler P.; Zaruba F.; Benini L., Banshee: A Fast LLVM-Based RISC-V Binary Translator, in: IEEE/ACM International Conference on Computer-Aided Design, Digest of Technical Papers, ICCAD, 345 E 47TH ST, NEW YORK, NY 10017 USA, Institute of Electrical and Electronics Engineers Inc., 2021, 2021-, pp. 1 - 9 (atti di: 40th IEEE/ACM International Conference on Computer-Aided Design, ICCAD 2021, deu, 2021) [Contributo in Atti di convegno]

Jokic P.; Emery S.; Benini L., Battery-Less Face Recognition at the Extreme Edge, in: 2021 19th IEEE International New Circuits and Systems Conference, NEWCAS 2021, 345 E 47TH ST, NEW YORK, NY 10017 USA, Institute of Electrical and Electronics Engineers Inc., 2021, pp. 1 - 4 (atti di: 19th IEEE International New Circuits and Systems Conference, NEWCAS 2021, fra, 2021) [Contributo in Atti di convegno]

Andri R.; Karunaratne G.; Cavigelli L.; Benini L., ChewBaccaNN: A flexible 223 TOPS/W BNN accelerator, in: Proceedings - IEEE International Symposium on Circuits and Systems, 345 E 47TH ST, NEW YORK, NY 10017 USA, Institute of Electrical and Electronics Engineers Inc., 2021, pp. 1 - 5 (atti di: 53rd IEEE International Symposium on Circuits and Systems, ISCAS 2021, CONFlux and Hotel Inter-Burgo Daegu, kor, 2021) [Contributo in Atti di convegno]

Cesarini D.; Bartolini A.; Bonfa P.; Cavazzoni C.; Benini L., COUNTDOWN: A Run-Time Library for Performance-Neutral Energy Saving in MPI Applications, «IEEE TRANSACTIONS ON COMPUTERS», 2021, 70, Article number: 9095224, pp. 682 - 695 [articolo]

Libri A.; Bartolini A.; Benini L., DiG: enabling out-of-band scalable high-resolution monitoring for data-center analytics, automation and control (extended), «CLUSTER COMPUTING», 2021, 0, pp. 1 - 12 [articolo]

Ingolfsson T.M.; Hersche X.W.M.; Burrello A.; Cavigelli L.; Benini L., ECG-TCN: Wearable Cardiac Arrhythmia Detection with a Temporal Convolutional Network, in: 2021 IEEE 3rd International Conference on Artificial Intelligence Circuits and Systems, AICAS 2021, 345 E 47TH ST, NEW YORK, NY 10017 USA, Institute of Electrical and Electronics Engineers Inc., 2021, pp. 1 - 4 (atti di: 3rd IEEE International Conference on Artificial Intelligence Circuits and Systems, AICAS 2021, usa, 2021) [Contributo in Atti di convegno]

Dazzi M.; Sebastian A.; Parnell T.; Francese P.A.; Benini L.; Eleftheriou E., Efficient Pipelined Execution of CNNs Based on In-Memory Computing and Graph Homomorphism Verification, «IEEE TRANSACTIONS ON COMPUTERS», 2021, 70, Article number: 9404815, pp. 922 - 935 [articolo]

Mazzoni B.; Benatti S.; Benini L.; Tagliavini G., Efficient Transform Algorithms for Parallel Ultra-Low-Power IoT End Nodes, «IEEE EMBEDDED SYSTEMS LETTERS», 2021, 13, pp. 210 - 213 [articolo]

Burrello, Alessio; Marchioni, Alex; Brunelli, Davide; Benatti, Simone; Mangia, Mauro; Benini, Luca, Embedded Streaming Principal Components Analysis for Network Load Reduction in Structural Health Monitoring, «IEEE INTERNET OF THINGS JOURNAL», 2021, 8, pp. 4433 - 4447 [articolo]Open Access

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