Garofalo A.; Ottavi G.; Di Mauro A.; Conti F.; Tagliavini G.; Benini L.; Rossi D., A 1.15 TOPS/W, 16-Cores Parallel Ultra-Low Power Cluster with 2b-to-32b Fully Flexible Bit-Precision and Vector Lockstep Execution Mode, in: ESSCIRC 2021 - IEEE 47th European Solid State Circuits Conference, Proceedings, New York, Institute of Electrical and Electronics Engineers Inc., 2021, pp. 267 - 270 (atti di: 47th IEEE European Solid State Circuits Conference, ESSCIRC 2021, Grenoble/ France, 6 September - 9 September 2021) [Contributo in Atti di convegno]Open Access
Benz T.; Bertaccini L.; Zaruba F.; Schuiki F.; Gurkaynak F.K.; Benini L., A 10-core SoC with 20 Fine-Grain Power Domains for Energy-Proportional Data-Parallel Processing over a Wide Voltage and Temperature Range, in: ESSCIRC 2021 - IEEE 47th European Solid State Circuits Conference, Proceedings, Institute of Electrical and Electronics Engineers Inc., 2021, pp. 263 - 266 (atti di: 47th IEEE European Solid State Circuits Conference, ESSCIRC 2021, fra, 2021) [Contributo in Atti di convegno]
Eggimann, M.; Rahimi, A.; Benini, L., A 5 μw Standard Cell Memory-Based Configurable Hyperdimensional Computing Accelerator for Always-on Smart Sensing, «IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS. I, REGULAR PAPERS», 2021, 68, pp. 4116 - 4128 [articolo]Open Access
Okuhara, H.; Elnaqib, A.; Dazzi, M.; Palestri, P.; Benatti, S.; Benini, L.; Rossi, D., A Fully Integrated 5-mW, 0.8-Gbps Energy-Efficient Chip-to-Chip Data Link for Ultralow-Power IoT End-Nodes in 65-nm CMOS, «IEEE TRANSACTIONS ON VERY LARGE SCALE INTEGRATION (VLSI) SYSTEMS», 2021, 29, pp. 1800 - 1811 [articolo]Open Access
Burrello A.; Scherer M.; Zanghieri M.; Conti F.; Benini L., A Microcontroller is All You Need: Enabling Transformer Execution on Low-Power IoT Endnodes, in: 2021 IEEE International Conference on Omni-Layer Intelligent Systems, COINS 2021, Institute of Electrical and Electronics Engineers Inc., 2021, pp. 1 - 6 (atti di: 2021 IEEE International Conference on Omni-Layer Intelligent Systems, COINS 2021, esp, 2021) [Contributo in Atti di convegno]
Di Girolamo, S.; Kurth, A.; Calotoiu, A.; Benz, T.; Schneider, T.; Beranek, J.; Benini, L.; Hoefler, T., A RISC-V in-network accelerator for flexible high-performance low-power packet processing, in: Proceedings - International Symposium on Computer Architecture, 10662 LOS VAQUEROS CIRCLE, PO BOX 3014, LOS ALAMITOS, CA 90720-1264 USA, Institute of Electrical and Electronics Engineers Inc., «PROCEEDINGS - INTERNATIONAL SYMPOSIUM ON COMPUTER ARCHITECTURE», 2021, 2021-, pp. 958 - 971 (atti di: 48th ACM/IEEE Annual International Symposium on Computer Architecture, ISCA 2021, esp, 2021) [Contributo in Atti di convegno]
Jokic P.; Azarkhish E.; Cattenoz R.; Turetken E.; Benini L.; Emery S., A Sub-mW Dual-Engine ML Inference System-on-Chip for Complete End-to-End Face-Analysis at the Edge, in: IEEE Symposium on VLSI Circuits, Digest of Technical Papers, Institute of Electrical and Electronics Engineers Inc., 2021, 2021-, pp. 1 - 2 (atti di: 35th Symposium on VLSI Circuits, VLSI Circuits 2021, Kyoto, Japan, 2021) [Contributo in Atti di convegno]
Ravaglia L.; Rusci M.; Nadalini D.; Capotondi A.; Conti F.; Benini L., A TinyML Platform for On-Device Continual Learning with Quantized Latent Replays, «IEEE JOURNAL OF EMERGING AND SELECTED TOPICS IN CIRCUITS AND SYSTEMS», 2021, 11, Article number: 9580920, pp. 789 - 802 [articolo]Open Access
Moin, A.; Zhou, A.; Rahimi, A.; Menon, A.; Benatti, S.; Alexandrov, G.; Tamakloe, S.; Ting, J.; Yamamoto, N.; Khan, Y.; Burghardt, F.; Benini, L.; Arias, A. C.; Rabaey, J. M., A wearable biosensing system with in-sensor adaptive machine learning for hand gesture recognition, «NATURE ELECTRONICS», 2021, 4, pp. 54 - 63 [articolo]
Daghero, F.; Burrello, A.; Xie, C.; Benini, L.; Calimera, A.; Macii, E.; Poncino, M.; Pagliari, D. J., Adaptive Random Forests for Energy-Efficient Inference on Microcontrollers, in: IEEE/IFIP International Conference on VLSI and System-on-Chip, VLSI-SoC, IEEE Computer Society, 2021, 2021-, pp. 1 - 6 (atti di: 29th IFIP/IEEE International Conference on Very Large Scale Integration, VLSI-SoC 2021, sgp, 2021) [Contributo in Atti di convegno]
G. Paolini, D. Masotti, M. Guermandi, M. Al Shanawani, L. Benini, A. Costanzo, An Ambient-Insensitive Battery-Less Wireless Node for Simultaneous Powering and Communication, in: Proceedings of the 50th European Microwave Conference (EuMC 2020), Institute of Electrical and Electronics Engineers Inc., 2021, pp. 522 - 525 (atti di: 50th European Microwave Conference (EuMC 2020), Utrecht, The Netherlands, 12-14 January 2021) [Contributo in Atti di convegno]Open Access
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
Kurth, A; Ronninger, W; Benz, T; Cavalcante, M; Schuiki, F; Zaruba, F; Benini, L, An Open-Source Platform for High-Performance Non-Coherent On-Chip Communication, «IEEE TRANSACTIONS ON COMPUTERS», 2021, 71, pp. 1794 - 1809 [articolo]
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]
