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 [Scientific article]
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, Article number: 9302888 , pp. 2293 - 2305 [Scientific article]Open Access
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) [Contribution to conference proceedings]
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) [Contribution to conference proceedings]
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) [Contribution to conference proceedings]
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 [Scientific article]Open Access
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) [Contribution to conference proceedings]
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, 24, pp. 2723 - 2734 [Scientific article]Open Access
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) [Contribution to conference proceedings]
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 [Scientific article]
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 [Scientific article]Open Access
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 [Scientific article]Open Access
Hao C.; Dotzel J.; Xiong J.; Benini L.; Zhang Z.; Chen D., Enabling Design Methodologies and Future Trends for Edge AI: Specialization and Codesign, «IEEE DESIGN & TEST», 2021, 38, Article number: 9391712 , pp. 7 - 26 [Scientific article]
Ottavi G.; Karunaratne G.; Conti F.; Boybat I.; Benini L.; Rossi D., End-To-end 100-TOPS/W Inference with Analog In-Memory Computing: Are We There Yet?, in: 2021 IEEE 3rd International Conference on Artificial Intelligence Circuits and Systems, AICAS 2021, New York, 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) [Contribution to conference proceedings]Open Access
Karunaratne G.; Le Gallo M.; Hersche M.; Cherubini G.; Benini L.; Sebastian A.; Rahimi A., Energy Efficient In-Memory Hyperdimensional Encoding for Spatio-Temporal Signal Processing, «IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS. II, EXPRESS BRIEFS», 2021, 68, Article number: 9387248 , pp. 1725 - 1729 [Scientific article]
