Meloni, Paolo; Capotondi, Alessandro; Deriu, Gianfranco; Brian, Michele; Conti, Francesco; Rossi, Davide; Raffo, Luigi; Benini, Luca, NEURAghe: Exploiting CPU-FPGA synergies for efficient and flexible CNN inference acceleration on zynQ SoCs, «ACM TRANSACTIONS ON RECONFIGURABLE TECHNOLOGY AND SYSTEMS», 2018, 11, Article number: 18, pp. 1 - 24 [articolo]Open Access
Azarkhish, Erfan*; Rossi, Davide; Loi, Igor; Benini, Luca, Neurostream: Scalable and Energy Efficient Deep Learning with Smart Memory Cubes, «IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS», 2018, 29, Article number: 8038819, pp. 420 - 434 [articolo]Open Access
Forsberg, Björn; Benini, Luca; Marongiu, Andrea, On the cost of freedom from interference in heterogeneous soCs, in: Proceedings of the 21st International Workshop on Software and Compilers for Embedded Systems, SCOPES 2018, Association for Computing Machinery, Inc, 2018, pp. 31 - 34 (atti di: 21st International Workshop on Software and Compilers for Embedded Systems, SCOPES 2018, Schloss Rheinfels, deu, 2018) [Contributo in Atti di convegno]
Piyare, Rajeev*; Murphy, Amy L.; Magno, Michele; Benini, Luca, On-demand LoRa: Asynchronous TDMA for energy efficient and low latency communication in IoT, «SENSORS», 2018, 18, Article number: 3718, pp. 1 - 22 [articolo]Open Access
Burrello, Alessio; Schindler, Kaspar; Benini, Luca; Rahimi, Abbas, One-shot Learning for iEEG Seizure Detection Using End-to-end Binary Operations: Local Binary Patterns with Hyperdimensional Computing, in: 2018 IEEE Biomedical Circuits and Systems Conference, BioCAS 2018 - Proceedings, Institute of Electrical and Electronics Engineers Inc., 2018, pp. 1 - 4 (atti di: 2018 IEEE Biomedical Circuits and Systems Conference, BioCAS 2018, usa, 2018) [Contributo in Atti di convegno]
Tagliavini, Giuseppe; Haugou, Germain; Marongiu, Andrea; Benini, Luca, Optimizing memory bandwidth exploitation for OpenVX applications on embedded many-core accelerators, «JOURNAL OF REAL-TIME IMAGE PROCESSING», 2018, 15, pp. 73 - 92 [articolo]
Fraternali, Francesco; Balaji, Bharathan; Agarwal, Yuvraj; Benini, Luca; Gupta, Rajesh, Pible: Battery-free mote for perpetual indoor BLE applications, in: BuildSys 2018 - Proceedings of the 5th Conference on Systems for Built Environments, Association for Computing Machinery, Inc, 2018, pp. 168 - 171 (atti di: 5th ACM International Conference on Systems for Built Environments, BuildSys 2018, chn, 2018) [Contributo in Atti di convegno]
Patrizia Melpignano; Serena Morigi ; Enrico Daniso ; Elena Loli Piccolomini; Luca Benini, POINT-OF CARE OLED-BASED MULTIPARAMETRIC BIOCHIP EXPLOITING ADVANCED IMAGE PROCESSING FOR THE DENGUE SEROTYPE RECOGNITION, in: 15th International Symposium on Computer Methods in Biomechanics and Biomedical Engineering and 3rd Conference on Imaging and Visualization CMBBE 2018, Lisbona, P. R. Fernandes and J. M. Tavares, 2018, pp. 1 - 14 (atti di: CMBBE 2018, Lisbona, Marzo 2018) [Contributo in Atti di convegno]
Gomez, Andres; Magno, Michele; Lagadec, Marie Francine; Benini, Luca, Precise, Energy-Efficient Data Acquisition Architecture for Monitoring Radioactivity using Self-Sustainable Wireless Sensor Nodes, «IEEE SENSORS JOURNAL», 2018, 18, pp. 459 - 469 [articolo]
Fabio Montagna, Abbas Rahimi, Simone Benatti, Davide Rossi, Luca Benini, PULP-HD: Accelerating brain-inspired high-dimensional computing on a parallel ultra-low power platform, in: PROCEEDINGS OF THE 2018 55TH ACM/EDAC/IEEE DESIGN AUTOMATION CONFERENCE (DAC), NEW YORK, IEEE, 2018, pp. 1 - 6 (atti di: 55th Annual Design Automation Conference, DAC 2018, San Francisco, CA - USA, JUN 24-28, 2018) [Contributo in Atti di convegno]Open Access
Fraternali, Francesco; Bartolini, Andrea; Cavazzoni, Carlo; Benini, Luca, Quantifying the Impact of Variability and Heterogeneity on the Energy Efficiency for a Next-Generation Ultra-Green Supercomputer, «IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS», 2018, 29, pp. 1575 - 1588 [articolo]Open Access
De Prado, Miguel; Denna, Maurizio; Benini, Luca; Pazos, Nuria, QUENN: Quantization engine for low-power neural networks, in: 2018 ACM International Conference on Computing Frontiers, CF 2018 - Proceedings, Association for Computing Machinery, Inc, 2018, pp. 36 - 44 (atti di: 15th ACM International Conference on Computing Frontiers, CF 2018, ita, 2018) [Contributo in Atti di convegno]
Schiavone P.D.; Rossi D.; Pullini A.; Di Mauro A.; Conti F.; Benini L., Quentin: an ultra-low-power PULPissimo SoC in 22nm FDX, in: 2018 IEEE SOI-3D-Subthreshold Microelectronics Technology Unified Conference, S3S 2018, Institute of Electrical and Electronics Engineers Inc., 2018, pp. 1 - 3 (atti di: 2018 IEEE SOI-3D-Subthreshold Microelectronics Technology Unified Conference, S3S 2018, Hyatt Regency, San Francisco Airport, usa, 2018) [Contributo in Atti di convegno]
Wang, Xiaying; Magno, Michele; Cavigelli, Lukas; Mahmud, Mufti; Cecchetto, Claudia; Vassanelli, Stefano; Benini, Luca, Rat cortical layers classification extracting evoked local field potential images with implanted multi-electrode sensor, in: 2018 IEEE 20th International Conference on e-Health Networking, Applications and Services, Healthcom 2018, Institute of Electrical and Electronics Engineers Inc., 2018, pp. 1 - 6 (atti di: 20th IEEE International Conference on e-Health Networking, Applications and Services, Healthcom 2018, cze, 2018) [Contributo in Atti di convegno]
Capotondi, Alessandro; Marongiu, Andrea; Benini, Luca, Runtime Support for Multiple Offload-Based Programming Models on Clustered Manycore Accelerators, «IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTING», 2018, 6, pp. 330 - 342 [articolo]Open Access
