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Semantic ScholarLuca Benini
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- affiliation: ETH Zurich
- affiliation: Università di Bologna
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2010 – today
- 2019
[j250]Abbas Rahimi, Pentti Kanerva, Luca Benini, Jan M. Rabaey:
Efficient Biosignal Processing Using Hyperdimensional Computing: Network Templates for Combined Learning and Classification of ExG Signals. Proceedings of the IEEE 107(1): 123-143 (2019)- [j249]David E. Bellasi, Marco Crescentini, Domenico Cristaudo, Aldo Romani, Marco Tartagni, Luca Benini:
A Broadband Multi-Mode Compressive Sensing Current Sensor SoC in 0.16 µm CMOS. IEEE Trans. on Circuits and Systems 66-I(1): 105-118 (2019) - [i51]Ali Moin, Andy Zhou, Simone Benatti, Abbas Rahimi, George Alexandrov, Alisha Menon, Senam Tamakloe, Jonathan Ting, Natasha Yamamoto, Yasser Khan, Fred Burghardt, Ana C. Arias, Luca Benini, Jan M. Rabaey:
Adaptive EMG-based hand gesture recognition using hyperdimensional computing. CoRR abs/1901.00234 (2019) - [i50]Cristina Silvano, Giovanni Agosta, Andrea Bartolini, Andrea R. Beccari, Luca Benini, Loïc Besnard, João Bispo, Radim Cmar, João M. P. Cardoso, Carlo Cavazzoni, Daniele Cesarini, Stefano Cherubin, Federico Ficarelli, Davide Gadioli, Martin Golasowski, Antonio Libri, Jan Martinovic, Gianluca Palermo, Pedro Pinto, Erven Rohou, Katerina Slaninová, Emanuele Vitali:
The ANTAREX Domain Specific Language for High Performance Computing. CoRR abs/1901.06175 (2019) - 2018
- [j248]Giovanni Rovere, Schekeb Fateh, Luca Benini:
A 2.2-µW Cognitive Always-On Wake-Up Circuit for Event-Driven Duty-Cycling of IoT Sensor Nodes. IEEE J. Emerg. Sel. Topics Circuits Syst. 8(3): 543-554 (2018) - [j247]Dimitra Papagiannopoulou, Andrea Marongiu, Tali Moreshet, Luca Benini, Maurice Herlihy, R. Iris Bahar:
Hardware Transactional Memory Exploration in Coherence-Free Many-Core Architectures. International Journal of Parallel Programming 46(6): 1304-1328 (2018) - [j246]Victor Javier Kartsch, Simone Benatti, Pasquale Davide Schiavone, Davide Rossi, Luca Benini:
A sensor fusion approach for drowsiness detection in wearable ultra-low-power systems. Information Fusion 43: 66-76 (2018) - [j245]Michele Magno, Ali Ibrahim, Antonio Pullini, Maurizio Valle, Luca Benini:
An Energy Efficient E-Skin Embedded System for Real-Time Tactile Data Decoding. J. Low Power Electronics 14(1): 101-109 (2018) - [j244]Giuseppe Tagliavini, Germain Haugou, Andrea Marongiu, Luca Benini:
Optimizing memory bandwidth exploitation for OpenVX applications on embedded many-core accelerators. J. Real-Time Image Processing 15(1): 73-92 (2018) - [j243]Woo-Seok Choi, Guanghua Shu, Mrunmay Talegaonkar, Yubo Liu, Da Wei, Luca Benini, Pavan Kumar Hanumolu:
A 0.45-0.7 V 1-6 Gb/s 0.29-0.58 pJ/b Source-Synchronous Transceiver Using Near-Threshold Operation. J. Solid-State Circuits 53(3): 884-895 (2018) - [j242]Philipp Schönle, Florian Glaser, Thomas Burger, Giovanni Rovere, Luca Benini, Qiuting Huang:
A Multi-Sensor and Parallel Processing SoC for Miniaturized Medical Instrumentation. J. Solid-State Circuits 53(7): 2076-2087 (2018) - [j241]Fayçal Ait Aoudia, Matthieu Gautier, Michele Magno, Mickaël Le Gentil, Olivier Berder, Luca Benini:
Long-short range communication network leveraging LoRa™ and wake-up receiver. Microprocessors and Microsystems - Embedded Hardware Design 56: 184-192 (2018) - [j240]Fayçal Ait Aoudia, Matthieu Gautier, Michele Magno, Olivier Berder, Luca Benini:
Leveraging Energy Harvesting and Wake-Up Receivers for Long-Term Wireless Sensor Networks. Sensors 18(5): 1578 (2018) - [j239]Rajeev Piyare, Amy L. Murphy, Michele Magno, Luca Benini:
On-Demand LoRa: Asynchronous TDMA for Energy Efficient and Low Latency Communication in IoT. Sensors 18(11): 3718 (2018) - [j238]Francesco Paci, Davide Brunelli, Luca Benini:
Lightweight IO virtualization on MPU enabled microcontrollers. SIGBED Review 15(1): 50-56 (2018) - [j237]Renzo Andri, Lukas Cavigelli, Davide Rossi, Luca Benini:
YodaNN: An Architecture for Ultralow Power Binary-Weight CNN Acceleration. IEEE Trans. on CAD of Integrated Circuits and Systems 37(1): 48-60 (2018) - [j236]Giuseppe Tagliavini, Davide Rossi, Andrea Marongiu, Luca Benini:
Synergistic HW/SW Approximation Techniques for Ultralow-Power Parallel Computing. IEEE Trans. on CAD of Integrated Circuits and Systems 37(5): 982-995 (2018) - [j235]Francesco Conti, Pasquale Davide Schiavone, Luca Benini:
XNOR Neural Engine: A Hardware Accelerator IP for 21.6-fJ/op Binary Neural Network Inference. IEEE Trans. on CAD of Integrated Circuits and Systems 37(11): 2940-2951 (2018) - [j234]Antonio Pullini, Francesco Conti, Davide Rossi, Igor Loi, Michael Gautschi, Luca Benini:
A Heterogeneous Multicore System on Chip for Energy Efficient Brain Inspired Computing. IEEE Trans. on Circuits and Systems 65-II(8): 1094-1098 (2018) - [j233]Andres Gomez, Lukas Sigrist, Thomas Schalch, Luca Benini, Lothar Thiele:
Efficient, Long-Term Logging of Rich Data Sensors Using Transient Sensor Nodes. ACM Trans. Embedded Comput. Syst. 17(1): 4:1-4:23 (2018) - [j232]Alessandro Capotondi, Andrea Marongiu, Luca Benini:
Runtime Support for Multiple Offload-Based Programming Models on Clustered Manycore Accelerators. IEEE Trans. Emerging Topics Comput. 6(3): 330-342 (2018) - [j231]Daniele Bortolotti, Mauro Mangia, Andrea Bartolini, Riccardo Rovatti, Gianluca Setti, Luca Benini:
Energy-Aware Bio-Signal Compressed Sensing Reconstruction on the WBSN-Gateway. IEEE Trans. Emerging Topics Comput. 6(3): 370-381 (2018) - [j230]Andrin Caviezel, Michael Schaffner, Lukas Cavigelli, Pascal Niklaus, Yves Buhler, Perry Bartelt, Michele Magno, Luca Benini:
Design and Evaluation of a Low-Power Sensor Device for Induced Rockfall Experiments. IEEE Trans. Instrumentation and Measurement 67(4): 767-779 (2018) - [j229]Michael Schaffner, Florian Scheidegger, Lukas Cavigelli, Hubert Kaeslin, Luca Benini, Aljosa Smolic:
Towards Edge-Aware Spatio-Temporal Filtering in Real-Time. IEEE Trans. Image Processing 27(1): 265-280 (2018) - [j228]Igor Loi, Alessandro Capotondi, Davide Rossi, Andrea Marongiu, Luca Benini:
The Quest for Energy-Efficient I$ Design in Ultra-Low-Power Clustered Many-Cores. IEEE Trans. Multi-Scale Computing Systems 4(2): 99-112 (2018) - [j227]Erfan Azarkhish, Davide Rossi, Igor Loi, Luca Benini:
Neurostream: Scalable and Energy Efficient Deep Learning with Smart Memory Cubes. IEEE Trans. Parallel Distrib. Syst. 29(2): 420-434 (2018) - [j226]Francesco Fraternali, Andrea Bartolini, Carlo Cavazzoni, Luca Benini:
Quantifying the Impact of Variability and Heterogeneity on the Energy Efficiency for a Next-Generation Ultra-Green Supercomputer. IEEE Trans. Parallel Distrib. Syst. 29(7): 1575-1588 (2018) - [j225]Paolo Meloni, Alessandro Capotondi, Gianfranco Deriu, Michele Brian, Francesco Conti, Davide Rossi, Luigi Raffo, Luca Benini:
NEURAghe: Exploiting CPU-FPGA Synergies for Efficient and Flexible CNN Inference Acceleration on Zynq SoCs. TRETS 11(3): 18:1-18:24 (2018) - [c583]Eric Flamand, Davide Rossi, Francesco Conti, Igor Loi, Antonio Pullini, Florent Rotenberg, Luca Benini:
GAP-8: A RISC-V SoC for AI at the Edge of the IoT. ASAP 2018: 1-4 - [c582]Alessio Burrello, Kaspar Schindler, Luca Benini, Abbas Rahimi:
One-shot Learning for iEEG Seizure Detection Using End-to-end Binary Operations: Local Binary Patterns with Hyperdimensional Computing. BioCAS 2018: 1-4 - [c581]Xiaying Wang, Michele Magno, Lukas Cavigelli, Mufti Mahmud, Claudia Cecchetto, Stefano Vassanelli, Luca Benini:
Embedded Classification of Local Field Potentials Recorded from Rat Barrel Cortex with Implanted Multi-Electrode Array. BioCAS 2018: 1-4 - [c580]Miguel de Prado, Maurizio Denna, Luca Benini, Nuria Pazos:
QUENN: QUantization engine for low-power neural networks. CF 2018: 36-44 - [c579]Cristina Silvano, Gianluca Palermo, Giovanni Agosta, Amir H. Ashouri, Davide Gadioli, Stefano Cherubin, Emanuele Vitali, Luca Benini, Andrea Bartolini, Daniele Cesarini, João M. P. Cardoso, João Bispo, Pedro Pinto, Ricardo Nobre, Erven Rohou, Loïc Besnard, Imane Lasri, Nico Sanna, Carlo Cavazzoni, Radim Cmar, Jan Martinovic, Katerina Slaninová, Martin Golasowski, Andrea R. Beccari, Candida Manelfi:
Autotuning and adaptivity in energy efficient HPC systems: the ANTAREX toolbox. CF 2018: 270-275 - [c578]Manuele Rusci, Davide Rossi, Eric Flamand, Massimo Gottardi, Elisabetta Farella, Luca Benini:
Always-ON visual node with a hardware-software event-based binarized neural network inference engine. CF 2018: 314-319 - [c577]Andres Gomez, Francesco Conti, Luca Benini:
Thermal image-based CNN's for ultra-low power people recognition. CF 2018: 326-331 - [c576]Francesco Conti, Lukas Cavigelli, Gianna Paulin, Igor Susmelj, Luca Benini:
Chipmunk: A systolically scalable 0.9 mm2, 3.08Gop/s/mW @ 1.2 mW accelerator for near-sensor recurrent neural network inference. CICC 2018: 1-4 - [c575]Manuele Rusci, Alessandro Capotondi, Francesco Conti, Luca Benini:
Quantized NNs as the definitive solution for inference on low-power ARM MCUs?: work-in-progress. CODES+ISSS 2018: 12 - [c574]Andrawes Al Bahou, Geethan Karunaratne, Renzo Andri, Lukas Cavigelli, Luca Benini:
XNORBIN: A 95 TOp/s/W hardware accelerator for binary convolutional neural networks. COOL CHIPS 2018: 1-3 - [c573]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. DAC 2018: 111:1-111:6 - [c572]Ali Pahlevan, Yasir Mahmood Qureshi, Marina Zapater, Andrea Bartolini, Davide Rossi, Luca Benini, David Atienza:
Energy proportionality in near-threshold computing servers and cloud data centers: Consolidating or Not? DATE 2018: 147-152 - [c571]Björn Forsberg, Luca Benini, Andrea Marongiu:
HePREM: Enabling predictable GPU execution on heterogeneous SoC. DATE 2018: 539-544 - [c570]Giuseppe Tagliavini, Stefan Mach, Davide Rossi, Andrea Marongiu, Luca Benini:
A transprecision floating-point platform for ultra-low power computing. DATE 2018: 1051-1056 - [c569]Robert Schilling, Thomas Unterluggauer, Stefan Mangard, Frank K. Gürkaynak, Michael Muehlberghuber, Luca Benini:
High speed ASIC implementations of leakage-resilient cryptography. DATE 2018: 1259-1264 - [c568]Cristina Silvano, Giovanni Agosta, Andrea Bartolini, Andrea R. Beccari, Luca Benini, Loïc Besnard, João Bispo, Radim Cmar, João M. P. Cardoso, Carlo Cavazzoni, Stefano Cherubin, Davide Gadioli, Martin Golasowski, Imane Lasri, Jan Martinovic, Gianluca Palermo, Pedro Pinto, Erven Rohou, Nico Sanna, Katerina Slaninová, Emanuele Vitali:
ANTAREX: A DSL-Based Approach to Adaptively Optimizing and Enforcing Extra-Functional Properties in High Performance Computing. DSD 2018: 600-607 - [c567]Antonio Pullini, Davide Rossi, Igor Loi, Alfio Di Mauro, Luca Benini:
Mr. Wolf: A 1 GFLOP/s Energy-Proportional Parallel Ultra Low Power SoC for IOT Edge Processing. ESSCIRC 2018: 274-277 - [c566]Paolo Meloni, D. Loi, Gianfranco Deriu, Andy D. Pimentel, D. Sapra, B. Moser, N. Shepeleva, Francesco Conti, Luca Benini, O. Ripolles, D. Solans, Maura Pintor, Battista Biggio, Todor Stefanov, S. Minakova, Nikolaos Fragoulis, Ilias Theodorakopoulos, M. Masin, Francesca Palumbo:
ALOHA: an architectural-aware framework for deep learning at the edge. INTESA@ESWEEK 2018: 19-26 - [c565]Tommaso Polonelli, Davide Brunelli, Marco Guermandi, Luca Benini:
An accurate low-cost Crackmeter with LoRaWAN communication and energy harvesting capability. ETFA 2018: 671-676 - [c564]Tommaso Polonelli, Davide Brunelli, Luca Benini:
Slotted ALOHA Overlay on LoRaWAN - A Distributed Synchronization Approach. EUC 2018: 129-132 - [c563]Michael Hersche, Tino Rellstab, Pasquale Davide Schiavone, Lukas Cavigelli, Luca Benini, Abbas Rahimi:
Fast and Accurate Multiclass Inference for MI-BCIs Using Large Multiscale Temporal and Spectral Features. EUSIPCO 2018: 1690-1694 - [c562]Xiaying Wang, Michele Magno, Lukas Cavigelli, Mufti Mahmud, Claudia Cecchetto, Stefano Vassanelli, Luca Benini:
Rat Cortical Layers Classification extracting Evoked Local Field Potential Images with Implanted Multi-Electrode Sensor. HealthCom 2018: 1-6 - [c561]Andreas Kurth, Pirmin Vogel, Andrea Marongiu, Luca Benini:
Scalable and Efficient Virtual Memory Sharing in Heterogeneous SoCs with TLB Prefetching and MMU-Aware DMA Engine. ICCD 2018: 292-300 - [c560]A. Elgani, M. Magno, F. Renzini, Luca Perilli, Eleonora Franchi Scarselli, Antonio Gnudi, Roberto Canegallo, G. Ricotti, Luca Benini:
Nanowatt Wake-Up Radios: Discrete-Components and Integrated Architectures. ICECS 2018: 793-796 - [c559]Federico Pittino, Francesco Beneventi, Andrea Bartolini, Luca Benini:
A Scalable Framework for Online Power Modelling of High-Performance Computing Nodes in Production. HPCS 2018: 300-307 - [c558]Michele Magno, Stefan Rickli, Josefine Quack, Oliver Brunecker, Luca Benini:
Combining LoRa and RTK to achieve a high precision self-sustaining geo-localization system: poster abstract. IPSN 2018: 160-161 - [c557]Martino Dazzi, Pierpaolo Palestri, Davide Rossi, Andrea Bandiziol, Igor Loi, David E. Bellasi, Luca Benini:
Sub-mW multi-Gbps chip-to-chip communication Links for Ultra-Low Power IoT end-nodes. ISCAS 2018: 1-5 - [c556]Manuel Eggimann, Christelle Gloor, Florian Scheidegger, Lukas Cavigelli, Michael Schaffner, Aljosa Smolic, Luca Benini:
Hydra: An Accelerator for Real-Time Edge-Aware Permeability Filtering in 65nm CMOS. ISCAS 2018: 1-5 - [c555]Alberto Girolami, Federica Zonzini, Luca De Marchi, Davide Brunelli, Luca Benini:
Modal Analysis of Structures with Low-cost Embedded Systems. ISCAS 2018: 1-4 - [c554]Florian Glaser, Stefan Mach, Abbas Rahimi, Frank K. Gürkaynak, Qiuting Huang, Luca Benini:
An 826 MOPS, 210uW/MHz Unum ALU in 65 nm. ISCAS 2018: 1-5 - [c553]Victor Javier Kartsch, Simone Benatti, M. Mancini, M. Magno, Luca Benini:
Smart Wearable Wristband for EMG based Gesture Recognition Powered by Solar Energy Harvester. ISCAS 2018: 1-5 - [c552]Stefan Mach, Davide Rossi, Giuseppe Tagliavini, Andrea Marongiu, Luca Benini:
A Transprecision Floating-Point Architecture for Energy-Efficient Embedded Computing. ISCAS 2018: 1-5 - [c551]Alfio Di Mauro, Davide Rossi, Antonio Pullini, Philippe Flatresse, Luca Benini:
Live Demonstration: Body-Bias Based Performance Monitoring and Compensation for a Near-Threshold Multi-Core Cluster in 28nm FD-SOI Technology. ISCAS 2018: 1- - [c550]Ali Moin, Andy Zhou, Abbas Rahimi, Simone Benatti, Alisha Menon, Senam Tamakloe, Jonathan Ting, Natasha Yamamoto, Yasser Khan, Fred Burghardt, Luca Benini, Ana C. Arias, Jan M. Rabaey:
An EMG Gesture Recognition System with Flexible High-Density Sensors and Brain-Inspired High-Dimensional Classifier. ISCAS 2018: 1-5 - [c549]Manuele Rusci, Lukas Cavigelli, Luca Benini:
Design Automation for Binarized Neural Networks: A Quantum Leap Opportunity? ISCAS 2018: 1-5 - [c548]Renzo Andri, Lukas Cavigelli, Davide Rossi, Luca Benini:
Hyperdrive: A Systolically Scalable Binary-Weight CNN Inference Engine for mW IoT End-Nodes. ISVLSI 2018: 509-515 - [c547]P. Anagnostou, A. Gomez, Pascal A. Hager, Hamed Fatemi, José Pineda de Gyvez, Lothar Thiele, Luca Benini:
Torpor: A Power-Aware HW Scheduler for Energy Harvesting IoT SoCs. PATMOS 2018: 54-61 - [c546]Joel Matejka, Björn Forsberg, Michal Sojka, Zdenek Hanzálek, Luca Benini, Andrea Marongiu:
Combining PREM compilation and ILP scheduling for high-performance and predictable MPSoC execution. PMAM@PPoPP 2018: 11-20 - [c545]Björn Forsberg, Luca Benini, Andrea Marongiu:
On the Cost of Freedom From Interference in Heterogeneous SoCs. SCOPES 2018: 31-34 - [c544]Francesco Fraternali, Bharathan Balaji, Yuvraj Agarwal, Luca Benini, Rajesh E. Gupta:
Pible: battery-free mote for perpetual indoor BLE applications. BuildSys@SenSys 2018: 168-171 - [c543]Francesco Fraternali, Bharathan Balaji, Yuvraj Agarwal, Luca Benini, Rajesh E. Gupta:
Pible: battery-free mote for perpetual indoor BLE applications: demo abstract. BuildSys@SenSys 2018: 184-185 - [c542]Petar Jokic, Stephane Emery, Luca Benini:
BinaryEye: A 20 kfps Streaming Camera System on FPGA with Real-Time On-Device Image Recognition Using Binary Neural Networks. SIES 2018: 1-7 - [c541]Rajeev Piyare, Amy L. Murphy, Michele Magno, Luca Benini:
On-Demand TDMA for Energy Efficient Data Collection with LoRa and Wake-up Receiver. WiMob 2018: 1-4 - [c540]Rajeev Piyare, Amy L. Murphy, Michele Magno, Luca Benini:
KRATOS: An Open Source Hardware-Software Platform for Rapid Research in LPWANs. WiMob 2018: 1-4 - [i49]Ali Moin, Andy Zhou, Abbas Rahimi, Simone Benatti, Alisha Menon, Senam Tamakloe, Jonathan Ting, Natasha Yamamoto, Yasser Khan, Fred Burghardt, Luca Benini, Ana C. Arias, Jan M. Rabaey:
An EMG Gesture Recognition System with Flexible High-Density Sensors and Brain-Inspired High-Dimensional Classifier. CoRR abs/1802.10237 (2018) - [i48]Fabian Schuiki, Michael Schaffner, Frank K. Gürkaynak, Luca Benini:
A Scalable Near-Memory Architecture for Training Deep Neural Networks on Large In-Memory Datasets. CoRR abs/1803.04783 (2018) - [i47]Andrawes Al Bahou, Geethan Karunaratne, Renzo Andri, Lukas Cavigelli, Luca Benini:
XNORBIN: A 95 TOp/s/W Hardware Accelerator for Binary Convolutional Neural Networks. CoRR abs/1803.05849 (2018) - [i46]Florian Scheidegger, Roxana Istrate, Giovanni Mariani, Luca Benini, Costas Bekas, A. Cristiano I. Malossi:
Efficient Image Dataset Classification Difficulty Estimation for Predicting Deep-Learning Accuracy. CoRR abs/1803.09588 (2018) - [i45]Renzo Andri, Lukas Cavigelli, Davide Rossi, Luca Benini:
Hyperdrive: A Systolically Scalable Binary-Weight CNN Inference Engine for mW IoT End-Nodes. CoRR abs/1804.00623 (2018) - [i44]Daniele Palossi, Antonio Loquercio, Francesco Conti, Eric Flamand, Davide Scaramuzza, Luca Benini:
Ultra Low Power Deep-Learning-powered Autonomous Nano Drones. CoRR abs/1805.01831 (2018) - [i43]Antonio Libri, Andrea Bartolini, Luca Benini:
Dwarf in a Giant: Enabling Scalable, High-Resolution HPC Energy Monitoring for Real-Time Profiling and Analytics. CoRR abs/1806.02698 (2018) - [i42]Andrea Borghesi, Andrea Bartolini, Michela Milano, Luca Benini:
Pricing Schemes for Energy-Efficient HPC Systems: Design and Exploration. CoRR abs/1806.05135 (2018) - [i41]Daniele Cesarini, Andrea Bartolini, Pietro Bonfà, Carlo Cavazzoni, Luca Benini:
COUNTDOWN - three, two, one, low power! A Run-time Library for Energy Saving in MPI Communication Primitives. CoRR abs/1806.07258 (2018) - [i40]Francesco Conti, Pasquale Davide Schiavone, Luca Benini:
XNOR Neural Engine: a Hardware Accelerator IP for 21.6 fJ/op Binary Neural Network Inference. CoRR abs/1807.03010 (2018) - [i39]Manuel Schmuck, Luca Benini, Abbas Rahimi:
Hardware Optimizations of Dense Binary Hyperdimensional Computing: Rematerialization of Hypervectors, Binarized Bundling, and Combinational Associative Memory. CoRR abs/1807.08583 (2018) - [i38]Michael Schaffner, Luca Benini:
On the Feasibility of FPGA Acceleration of Molecular Dynamics Simulations. CoRR abs/1808.04201 (2018) - [i37]Lukas Cavigelli, Luca Benini:
CBinfer: Exploiting Frame-to-Frame Locality for Faster Convolutional Network Inference on Video Streams. CoRR abs/1808.05488 (2018) - [i36]Andreas Kurth, Pirmin Vogel, Andrea Marongiu, Luca Benini:
Scalable and Efficient Virtual Memory Sharing in Heterogeneous SoCs with TLB Prefetching and MMU-Aware DMA Engine. CoRR abs/1808.09751 (2018) - [i35]Alessio Burrello, Kaspar Schindler, Luca Benini, Abbas Rahimi:
One-shot Learning for iEEG Seizure Detection Using End-to-end Binary Operations: Local Binary Patterns with Hyperdimensional Computing. CoRR abs/1809.01926 (2018) - [i34]Tommaso Polonelli, Davide Brunelli, Luca Benini:
Slotted ALOHA Overlay on LoRaWAN: a Distributed Synchronization Approach. CoRR abs/1809.02234 (2018) - [i33]Rajeev Piyare, Amy L. Murphy, Michele Magno, Luca Benini:
On-Demand TDMA for Energy Efficient Data Collection with LoRa and Wake-up Receiver. CoRR abs/1809.04142 (2018) - [i32]Rajeev Piyare, Amy L. Murphy, Michele Magno, Luca Benini:
KRATOS: An Open Source Hardware-Software Platform for Rapid Research in LPWANs. CoRR abs/1809.04143 (2018) - [i31]Federico Pittino, Roberto Diversi, Luca Benini, Andrea Bartolini:
Robust online identification of thermal models for in-production HPC clusters with machine learning-based data selection. CoRR abs/1810.01865 (2018) - [i30]Lukas Cavigelli, Luca Benini:
Extended Bit-Plane Compression for Convolutional Neural Network Accelerators. CoRR abs/1810.03979 (2018) - [i29]Andrea Borghesi, Andrea Bartolini, Michele Lombardi, Michela Milano, Luca Benini:
Anomaly Detection using Autoencoders in High Performance Computing Systems. CoRR abs/1811.05269 (2018) - [i28]Miguel de Prado, Maurizio Denna, Luca Benini, Nuria Pazos:
QUENN: QUantization Engine for low-power Neural Networks. CoRR abs/1811.05896 (2018) - [i27]Miguel de Prado, Nuria Pazos, Luca Benini:
Learning to infer: RL-based search for DNN primitive selection on Heterogeneous Embedded Systems. CoRR abs/1811.07315 (2018) - [i26]Fabian Schuiki, Michael Schaffner, Luca Benini:
NTX: An Energy-efficient Streaming Accelerator for Floating-point Generalized Reduction Workloads in 22nm FD-SOI. CoRR abs/1812.00182 (2018) - [i25]Francesco Fraternali, Bharathan Balaji, Yuvraj Agarwal, Luca Benini, Rajesh E. Gupta:
Pible: Battery-Free Mote for Perpetual Indoor BLE Applications. CoRR abs/1812.04717 (2018) - [i24]Michael Hersche, José del R. Millán, Luca Benini, Abbas Rahimi:
Exploring Embedding Methods in Binary Hyperdimensional Computing: A Case Study for Motor-Imagery based Brain-Computer Interfaces. CoRR abs/1812.05705 (2018) - 2017
- [j224]Giovanni De Micheli, Luca Benini:
Networks on Chips: 15 Years Later. IEEE Computer 50(5): 10-11 (2017) - [j223]Davide Rossi, Igor Loi, Antonio Pullini, Thomas Christoph Müller, Andreas Burg, Francesco Conti, Luca Benini, Philippe Flatresse:
A Self-Aware Architecture for PVT Compensation and Power Nap in Near Threshold Processors. IEEE Design & Test 34(6): 46-53 (2017) - [j222]Maryam Payami, Erfan Azarkhish, Igor Loi, Luca Benini:
A Hybrid Instruction Prefetching Mechanism for Ultra Low-Power Multicore Clusters. Embedded Systems Letters 9(4): 125-128 (2017) - [j221]Manuele Rusci, Davide Rossi, Elisabetta Farella, Luca Benini:
A Sub-mW IoT-Endnode for Always-On Visual Monitoring and Smart Triggering. IEEE Internet of Things Journal 4(5): 1284-1295 (2017) - [j220]Michael Gautschi, Michael Schaffner, Frank K. Gürkaynak, Luca Benini:
An Extended Shared Logarithmic Unit for Nonlinear Function Kernel Acceleration in a 65-nm CMOS Multicore Cluster. J. Solid-State Circuits 52(1): 98-112 (2017) - [j219]Mauro Mangia, Daniele Bortolotti, Fabio Pareschi, Andrea Bartolini, Luca Benini, Riccardo Rovatti, Gianluca Setti:
Zeroing for HW-efficient compressed sensing architectures targeting data compression in wireless sensor networks. Microprocessors and Microsystems - Embedded Hardware Design 48: 69-79 (2017) - [j218]Andres Gomez, Andrea Bartolini, Davide Rossi, B. Can Kara, Hamed Fatemi, José Pineda de Gyvez, Luca Benini:
Increasing the energy efficiency of microcontroller platforms with low-design margin co-processors. Microprocessors and Microsystems - Embedded Hardware Design 53: 213-228 (2017) - [j217]Davide Rossi, Antonio Pullini, Igor Loi, Michael Gautschi, Frank Kagan Gürkaynak, Adam Teman, Jeremy Constantin, Andreas Burg, Ivan Miro Panades, Edith Beigné, Fabien Clermidy, Philippe Flatresse, Luca Benini:
Energy-Efficient Near-Threshold Parallel Computing: The PULPv2 Cluster. IEEE Micro 37(5): 20-31 (2017) - [j216]Michele Magno, Tommaso Polonelli, Filippo Casamassima, Andres Gomez, Elisabetta Farella, Luca Benini:
Energy-Efficient Context Aware Power Management with Asynchronous Protocol for Body Sensor Network. MONET 22(5): 814-824 (2017) - [j215]Simone Benatti, Bojan Milosevic, Elisabetta Farella, Emanuele Gruppioni, Luca Benini:
A Prosthetic Hand Body Area Controller Based on Efficient Pattern Recognition Control Strategies. Sensors 17(4): 869 (2017) - [j214]Aya Ibrahim, Pascal A. Hager, Andrea Bartolini, Federico Angiolini, Marcel Arditi, Jean-Philippe Thiran, Luca Benini, Giovanni De Micheli:
Efficient Sample Delay Calculation for 2-D and 3-D Ultrasound Imaging. IEEE Trans. Biomed. Circuits and Systems 11(4): 815-831 (2017) - [j213]Fabio Pareschi, Mauro Mangia, Daniele Bortolotti, Andrea Bartolini, Luca Benini, Riccardo Rovatti, Gianluca Setti:
Energy Analysis of Decoders for Rakeness-Based Compressed Sensing of ECG Signals. IEEE Trans. Biomed. Circuits and Systems 11(6): 1278-1289 (2017) - [j212]Rubén Braojos, Daniele Bortolotti, Andrea Bartolini, Giovanni Ansaloni, Luca Benini, David Atienza:
A Synchronization-Based Hybrid-Memory Multi-Core Architecture for Energy-Efficient Biomedical Signal Processing. IEEE Trans. Computers 66(4): 575-585 (2017) - [j211]Pietro Mercati, Francesco Paterna, Andrea Bartolini, Luca Benini, Tajana Simunic Rosing:
WARM: Workload-Aware Reliability Management in Linux/Android. IEEE Trans. on CAD of Integrated Circuits and Systems 36(9): 1557-1570 (2017) - [j210]David E. Bellasi, Luca Benini:
Smart Energy-Efficient Clock Synthesizer for Duty-Cycled Sensor SoCs in 65 nm/28nm CMOS. IEEE Trans. on Circuits and Systems 64-I(9): 2322-2333 (2017) - [j209]