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]
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]
Conti, Francesco; Palossi, Daniele; Andri, Renzo; Magno, Michele; Benini, Luca, Accelerated Visual Context Classification on a Low-Power Smartwatch, «IEEE TRANSACTIONS ON HUMAN-MACHINE SYSTEMS», 2017, 47, pp. 19 - 30 [Scientific article]Open Access
Conti, Francesco; Schilling, Robert; Schiavone, Pasquale Davide; Pullini, Antonio; Rossi, Davide; Gurkaynak, Frank Kagan; Muehlberghuber, Michael; Gautschi, Michael; Loi, Igor; Haugou, Germain; Mangard, Stefan; Benini, Luca, An IoT Endpoint System-on-Chip for Secure and Energy-Efficient Near-Sensor Analytics, «IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS. I, REGULAR PAPERS», 2017, 64, Article number: 7927716 , pp. 2481 - 2494 [Scientific article]Open Access
Di Mauro, Alfio; Conti, Francesco; Benini, Luca, An Ultra-Low Power Address-Event Sensor Interface for Energy-Proportional Time-To-Information Extraction, in: Proceedings - Design Automation Conference, Institute of Electrical and Electronics Engineers Inc., 2017, 128280, pp. 1 - 6 (atti di: 54th Annual Design Automation Conference, DAC 2017, usa, 2017) [Contribution to conference proceedings]
Gã¼rkaynak, Frank K.; Schilling, Robert; Muehlberghuber, Michael; Conti, Francesco; Mangard, Stefan; Benini, Luca, Multi-core data analytics SoC with a flexible 1.76 Gbit/s AES-XTS cryptographic accelerator in 65 nm CMOS, in: ACM International Conference Proceeding Series, Association for Computing Machinery, 2017, pp. 19 - 24 (atti di: 4th Workshop on Cryptography and Security in Computing Systems, CS2 2017, swe, 2017) [Contribution to conference proceedings]
Davide Schiavone, Pasquale; Conti, Francesco; Rossi, Davide; Gautschi, Michael; Pullini, Antonio; Flamand, Eric; Benini, Luca, Slow and steady wins the race? A comparison of ultra-low-power RISC-V cores for Internet-of-Things applications, in: Proceedings of 2017 27th International Symposium on Power and Timing Modeling, Optimization and Simulation (PATMOS), 2017, pp. 1 - 8 (atti di: 2017 27th International Symposium on Power and Timing Modeling, Optimization and Simulation (PATMOS), Thessaloniki, Greece, Greece, 25-27 September 2017) [Contribution to conference proceedings]
Pullini, Antonio; Conti, Francesco; Rossi, Davide; Loi, Igor; Gautschi, Michael; Benini, Luca, A heterogeneous multi-core system-on-chip for energy efficient brain inspired vision, in: Proceedings - IEEE International Symposium on Circuits and Systems, Institute of Electrical and Electronics Engineers Inc., 2016, 2016-, pp. 2910 - 2910 (atti di: 2016 IEEE International Symposium on Circuits and Systems, ISCAS 2016, Montreal's Sheraton Centre, can, 2016) [Contribution to conference proceedings]
Meloni, Paolo; Deriu, Gianfranco; Conti, Francesco; Loi, Igor; Raffo, Luigi; Benini, Luca, Curbing the roofline: a scalable and flexible architecture for CNNs on FPGA, in: CF'16 Proceedings of the ACM International Conference on Computing Frontiers, ACM, 2016, pp. 376 - 383 (atti di: 2016 ACM International Conference on Computing Frontiers, Como, Italia, 16-19 Maggio 2016) [Contribution to conference proceedings]
Conti, Francesco; Palossi, Daniele; Marongiu, Andrea; Rossi, Davide; Benini, Luca, Enabling the Heterogeneous Accelerator Model on Ultra-Low Power Microcontroller Platforms, in: Design, Automation & Test in Europe Conference & Exhibition (DATE), IEEE, 2016, pp. 1201 - 1206 (atti di: Design, Automation & Test in Europe Conference & Exhibition (DATE), Dresden, 14-18 March 2016) [Contribution to conference proceedings]
Conti, Francesco; Marongiu, Andrea; Pilkington, Chuck; Benini, Luca, He-P2012: Performance and Energy Exploration of Architecturally Heterogeneous Many-Cores, «JOURNAL OF SIGNAL PROCESSING SYSTEMS FOR SIGNAL, IMAGE, AND VIDEO TECHNOLOGY», 2016, 85, pp. 325 - 340 [Scientific article]
Tuveri, Giuseppe; Meloni, Paolo; Palumbo, Francesca; Pietro Seu, Giovanni; Loi, Igor; Conti, Francesco; Raffo, Luigi, On-the-fly adaptivity for process networks over shared-memory platforms, «MICROPROCESSORS AND MICROSYSTEMS», 2016, 46, pp. 240 - 254 [Scientific article]
Rossi, Davide; Conti, Francesco; Marongiu, Andrea; Pullini, Antonio; Loi, Igor; Gautschi, Michael; Tagliavini, Giuseppe; Capotondi, Alessandro; Flatresse, Philippe; Benini, Luca, PULP: A parallel ultra low power platform for next generation IoT applications, in: Proceedings of Hot Chips 27 Symposium (HCS), Institute of Electrical and Electronics Engineers Inc., 2016, pp. 1 - 39 (atti di: 27th IEEE Hot Chips Symposium, HCS 2015, Cupertino, California, USA, 22-25 Aug. 2015) [Contribution to conference proceedings]
Conti, Francesco; Rossi, Davide; Pullini, Antonio; Loi, Igor; Benini, Luca, PULP: A Ultra-Low Power Parallel Accelerator for Energy-Efficient and Flexible Embedded Vision, «JOURNAL OF SIGNAL PROCESSING SYSTEMS FOR SIGNAL, IMAGE, AND VIDEO TECHNOLOGY», 2016, 84, pp. 339 - 354 [Scientific article]
