Schaffner, Michael; Scheidegger, Florian; Cavigelli, Lukas; Kaeslin, Hubert; Benini, Luca; Smolic, Aljosa, Towards Edge-Aware Spatio-Temporal Filtering in Real-Time, «IEEE TRANSACTIONS ON IMAGE PROCESSING», 2018, 27, Article number: 8055438 , pp. 265 - 280 [Scientific article]
Rusci, Manuele; Capotondi, Alessandro; Conti, Francesco; Benini, Luca, Work-in-Progress: Quantized NNs as the Definitive solution for inference on low-power ARM MCUs?, in: 2018 International Conference on Hardware/Software Codesign and System Synthesis (CODES+ISSS), Institute of Electrical and Electronics Engineers Inc., 2018, pp. 1 - 2 (atti di: 2018 ACM/IEEE International Conference on Hardware/Software Codesign and System Synthesis CODES+ISSS 2018, Torino Incontra Congress Center, Torino, Italia, September 30 – October 5, 2018) [Contribution to conference proceedings]Open Access
Conti, Francesco; Schiavone, Pasquale Davide; Benini, Luca, XNOR Neural Engine: A Hardware Accelerator IP for 21.6-fJ/op Binary Neural Network Inference, «IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS», 2018, 37, Article number: 8412533 , pp. 2940 - 2951 [Scientific article]
Bahou, Andrawes Al; Karunaratne, Geethan; Andri, Renzo; Cavigelli, Lukas; Benini, Luca, XNORBIN: A 95 TOp/s/W hardware accelerator for binary convolutional neural networks, in: 21st IEEE Symposium on Low-Power and High-Speed Chips and Systems, COOL Chips 2018 - Proceedings, Institute of Electrical and Electronics Engineers Inc., 2018, pp. 1 - 3 (atti di: 21st IEEE Symposium on Low-Power and High-Speed Chips and Systems, COOL Chips 2018, Yokohama Joho Bunka Center, jpn, 2018) [Contribution to conference proceedings]
Andri, Renzo; Cavigelli, Lukas; Rossi, Davide; Benini, Luca, YodaNN: An Architecture for Ultralow Power Binary-Weight CNN Acceleration, «IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS», 2018, 37, pp. 48 - 60 [Scientific article]Open Access
Das, Satyajit; Rossi, Davide; Martin Kevin, J. M.; Coussy, Philippe; Benini, Luca, A 142MOPS/mW integrated programmable array accelerator for smart visual processing, in: Proceedings of IEEE International Symposium on Circuits and Systems (ISCAS), IEEE, 2017, pp. 1 - 4 (atti di: IEEE International Symposium on Circuits and Systems (ISCAS), Baltimore, MD, USA, May 28-31, 2017) [Contribution to conference proceedings]
Payami, Maryam*; Azarkhish, Erfan; Loi, Igor; Benini, Luca, A Hybrid Instruction Prefetching Mechanism for Ultra Low-Power Multicore Clusters, «IEEE EMBEDDED SYSTEMS LETTERS», 2017, 9, Article number: 7933223 , pp. 125 - 128 [Scientific article]Open Access
Rossi, Davide; Loi, Igor; Pullini, Antonio; Muller, Christoph; Burg, Andreas; Conti, Francesco; Benini, Luca; Flatresse, Philippe, A Self-Aware Architecture for PVT Compensation and Power Nap in Near Threshold Processors, «IEEE DESIGN & TEST», 2017, 34, pp. 46 - 53 [Scientific article]
Rusci, Manuele; Rossi, Davide; Farella, Elisabetta; Benini, Luca, A Sub-mW IoT-Endnode for Always-On Visual Monitoring and Smart Triggering, «IEEE INTERNET OF THINGS JOURNAL», 2017, 4, Article number: 7990119 , pp. 1284 - 1295 [Scientific article]
Braojos, Ruben; Bortolotti, Daniele; Bartolini, Andrea; Ansaloni, Giovanni; Benini, Luca; Atienza, David, A Synchronization-Based Hybrid-Memory Multi-Core Architecture for Energy-Efficient Biomedical Signal Processing, «IEEE TRANSACTIONS ON COMPUTERS», 2017, 66, Article number: 7569083 , pp. 575 - 585 [Scientific article]
Aoudia, Fayçal Ait; Gautier, Matthieu; Magno, Michele; Berder, Olivier; Benini, Luca, A generic framework for modeling MAC protocols in wireless sensor networks, «IEEE-ACM TRANSACTIONS ON NETWORKING», 2017, 25, Article number: 7776892 , pp. 1489 - 1500 [Scientific article]
Montagna, Fabio; Buiatti, Marco; Benatti, Simone; Rossi, Davide; Farella, Elisabetta; Benini, Luca, A machine learning approach for automated wide-range frequency tagging analysis in embedded neuromonitoring systems, «METHODS», 2017, 129, pp. 96 - 107 [Scientific article]Open Access
Schönle, P.; Rovere, G.; Glaser, F.; Bösser, J.; Brun, N.; Han, X.; Burger, T.; Fateh, S.; Wang, Q.; Benini, L.; Huang, Q., A multi-sensor and parallel processing SoC for wearable and implantable telemetry systems, in: Schönle, P., ESSCIRC 2017 - 43rd IEEE European Solid State Circuits Conference, Institute of Electrical and Electronics Engineers Inc., 2017, pp. 215 - 218 (atti di: 43rd IEEE European Solid State Circuits Conference, ESSCIRC 2017, bel, 2017) [Contribution to conference proceedings]
Benatti, Simone; Milosevic, Bojan; Farella, Elisabetta; Gruppioni, Emanuele; Benini, Luca, A prosthetic hand body area controller based on efficient pattern recognition control strategies, «SENSORS», 2017, 17, Article number: 869 , pp. 1 - 17 [Scientific article]Open Access
Hager, Pascal Alexander; Fatemi, Hamed; De Gyvez, Jose Pineda; Benini, Luca, A scan-chain based state retention methodology for IoT processors operating on intermittent energy, in: Hager, Pascal Alexander, Proceedings of the 2017 Design, Automation and Test in Europe, DATE 2017, NY, Institute of Electrical and Electronics Engineers Inc., 2017, pp. 1171 - 1176 (atti di: 20th Design, Automation and Test in Europe, DATE 2017, SwissTech Convention Center, che, 2017) [Contribution to conference proceedings]
