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Semantic ScholarLuca Benini
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- affiliation: ETH Zurich
- affiliation: Università di Bologna
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2020 – today
- 2020
[j284]Alfio Di Mauro, Davide Rossi
, Antonio Pullini, Philippe Flatresse, Luca Benini:
Performance-aware predictive-model-based on-chip body-bias regulation strategy for an ULP multi-core cluster in 28 nm UTBB FD-SOI. Integr. 72: 194-207 (2020)- [j283]Philipp Mayer, Michele Magno, Luca Benini:
A2Event: A Micro-Watt Programmable Frequency-Time Detector for Always-On Energy-Neutral Sensing. Sustain. Comput. Informatics Syst. 25: 100368 (2020) - [j282]Marcello Zanghieri, Simone Benatti, Alessio Burrello, Victor Javier Kartsch, Francesco Conti, Luca Benini:
Robust Real-Time Embedded EMG Recognition Framework Using Temporal Convolutional Networks on a Multicore IoT Processor. IEEE Trans. Biomed. Circuits and Systems 14(2): 244-256 (2020) - [j281]Alessio Burrello, Kaspar Schindler, Luca Benini, Abbas Rahimi:
Hyperdimensional Computing With Local Binary Patterns: One-Shot Learning of Seizure Onset and Identification of Ictogenic Brain Regions Using Short-Time iEEG Recordings. IEEE Trans. Biomed. Engineering 67(2): 601-613 (2020) - [j280]Giuseppe Tagliavini, Andrea Marongiu, Luca Benini:
FlexFloat: A Software Library for Transprecision Computing. IEEE Trans. on CAD of Integrated Circuits and Systems 39(1): 145-156 (2020) - [j279]Alessandro Capotondi, Manuele Rusci, Marco Fariselli, Luca Benini:
CMix-NN: Mixed Low-Precision CNN Library for Memory-Constrained Edge Devices. IEEE Trans. Circuits Syst. II Express Briefs 67-II(5): 871-875 (2020) - [j278]Matheus A. Cavalcante, Fabian Schuiki, Florian Zaruba, Michael Schaffner, Luca Benini:
Ara: A 1-GHz+ Scalable and Energy-Efficient RISC-V Vector Processor With Multiprecision Floating-Point Support in 22-nm FD-SOI. IEEE Trans. Very Large Scale Integr. Syst. 28(2): 530-543 (2020) - [c660]Pasquale Davide Schiavone, Davide Rossi, Yan Liu, Simone Benatti, Song Luan, Ian Williams, Luca Benini, Timothy G. Constandinou:
Neuro-PULP: A Paradigm Shift Towards Fully Programmable Platforms for Neural Interfaces. AICAS 2020: 50-54 - [c659]Michael Hersche, Luca Benini, Abbas Rahimi:
Binary Models for Motor-Imagery Brain-Computer Interfaces: Sparse Random Projection and Binarized SVM. AICAS 2020: 163-167 - [c658]Marcello Zanghieri, Simone Benatti, Francesco Conti, Alessio Burrello, Luca Benini:
Temporal Variability Analysis in sEMG Hand Grasp Recognition using Temporal Convolutional Networks. AICAS 2020: 228-232 - [c657]Michael Hersche, Sara Sangalli, Luca Benini, Abbas Rahimi:
Evolvable Hyperdimensional Computing: Unsupervised Regeneration of Associative Memory to Recover Faulty Components. AICAS 2020: 281-285 - [c656]Jonathan Balkind, Katie Lim, Michael Schaffner, Fei Gao, Grigory Chirkov, Ang Li, Alexey Lavrov, Tri M. Nguyen, Yaosheng Fu, Florian Zaruba, Kunal Gulati, Luca Benini, David Wentzlaff:
BYOC: A. ASPLOS 2020: 699-714 - [c655]Andreas Kurth, Koen Wolters, Björn Forsberg, Alessandro Capotondi, Andrea Marongiu, Tobias Grosser, Luca Benini:
Mixed-data-model heterogeneous compilation and OpenMP offloading. CC 2020: 119-131 - [i83]Lukas Cavigelli, Luca Benini:
RPR: Random Partition Relaxation for Training; Binary and Ternary Weight Neural Networks. CoRR abs/2001.01091 (2020) - [i82]Florian Zaruba, Fabian Schuiki, Torsten Hoefler, Luca Benini:
Snitch: A 10 kGE Pseudo Dual-Issue Processor for Area and Energy Efficient Execution of Floating-Point Intensive Workloads. CoRR abs/2002.10143 (2020) - [i81]Andrea Borghesi, Giuseppe Tagliavini, Michele Lombardi, Luca Benini, Michela Milano:
Combining Learning and Optimization for Transprecision Computing. CoRR abs/2002.10890 (2020) - [i80]Xiaying Wang, Michael Hersche, Batuhan Tömekce, Burak Kaya, Michele Magno, Luca Benini:
An Accurate EEGNet-based Motor-Imagery Brain-Computer Interface for Low-Power Edge Computing. CoRR abs/2004.00077 (2020) - [i79]Fabian Schuiki, Andreas Kurth, Tobias Grosser, Luca Benini:
LLHD: A Multi-level Intermediate Representation for Hardware Description Languages. CoRR abs/2004.03494 (2020) - [i78]Antonio Libri, Andrea Bartolini, Luca Benini:
pAElla: Edge-AI based Real-Time Malware Detection in Data Centers. CoRR abs/2004.03670 (2020) - [i77]Florian Glaser, Giuseppe Tagliavini, Davide Rossi, Germain Haugou, Qiuting Huang, Luca Benini:
Energy-Efficient Hardware-Accelerated Synchronization for Shared-L1-Memory Multiprocessor Clusters. CoRR abs/2004.06662 (2020) - [i76]Tibor Schneider, Xiaying Wang, Michael Hersche, Lukas Cavigelli, Luca Benini:
Q-EEGNet: an Energy-Efficient 8-bit Quantized Parallel EEGNet Implementation for Edge Motor-Imagery Brain-Machine Interfaces. CoRR abs/2004.11690 (2020) - [i75]Nils Wistoff, Moritz Schneider, Frank K. Gürkaynak, Luca Benini, Gernot Heiser:
Prevention of Microarchitectural Covert Channels on an Open-Source 64-bit RISC-V Core. CoRR abs/2005.02193 (2020) - [i74]Marco Carreras, Gianfranco Deriu, Luigi Raffo, Luca Benini, Paolo Meloni:
Optimizing Temporal Convolutional Network inference on FPGA-based accelerators. CoRR abs/2005.03775 (2020) - [i73]Renzo Andri, Geethan Karunaratne, Lukas Cavigelli, Luca Benini:
ChewBaccaNN: A Flexible 223 TOPS/W BNN Accelerator. CoRR abs/2005.07137 (2020)
2010 – 2019
- 2019
- [j277]Michele Magno, Giovanni A. Salvatore, Petar Jokic, Luca Benini:
Self-Sustainable Smart Ring for Long-Term Monitoring of Blood Oxygenation. IEEE Access 7: 115400-115408 (2019) - [j276]Andrea Borghesi, Andrea Bartolini, Michele Lombardi, Michela Milano, Luca Benini:
A semisupervised autoencoder-based approach for anomaly detection in high performance computing systems. Eng. Appl. Artif. Intell. 85: 634-644 (2019) - [j275]Renzo Andri, Lukas Cavigelli, Davide Rossi, Luca Benini:
Hyperdrive: A Multi-Chip Systolically Scalable Binary-Weight CNN Inference Engine. IEEE J. Emerg. Sel. Topics Circuits Syst. 9(2): 309-322 (2019) - [j274]Lukas Cavigelli, Georg Rutishauser, Luca Benini:
EBPC: Extended Bit-Plane Compression for Deep Neural Network Inference and Training Accelerators. IEEE J. Emerg. Sel. Topics Circuits Syst. 9(4): 723-734 (2019) - [j273]Andrea Borghesi, Andrea Bartolini, Michela Milano, Luca Benini:
Pricing schemes for energy-efficient HPC systems: Design and exploration. Int. J. High Perform. Comput. Appl. 33(4) (2019) - [j272]P. Anagnostou, Andres Gomez, Pascal A. Hager, Hamed Fatemi, José Pineda de Gyvez, Lothar Thiele, Luca Benini:
Energy and power awareness in hardware schedulers for energy harvesting IoT SoCs. Integr. 67: 33-43 (2019) - [j271]Mattia Salvaro, Simone Benatti, Victor Javier Kartsch, Marco Guermandi, Luca Benini:
A Minimally Invasive Low-Power Platform for Real-Time Brain Computer Interaction Based on Canonical Correlation Analysis. IEEE Internet of Things Journal 6(1): 967-977 (2019) - [j270]Daniele Palossi, Antonio Loquercio, Francesco Conti, Eric Flamand, Davide Scaramuzza, Luca Benini:
A 64-mW DNN-Based Visual Navigation Engine for Autonomous Nano-Drones. IEEE Internet of Things Journal 6(5): 8357-8371 (2019) - [j269]Manuel Schmuck, Luca Benini, Abbas Rahimi:
Hardware Optimizations of Dense Binary Hyperdimensional Computing: Rematerialization of Hypervectors, Binarized Bundling, and Combinational Associative Memory. JETC 15(4): 32:1-32:25 (2019) - [j268]Antonio Pullini, Davide Rossi, Igor Loi, Giuseppe Tagliavini, Luca Benini:
Mr.Wolf: An Energy-Precision Scalable Parallel Ultra Low Power SoC for IoT Edge Processing. J. Solid-State Circuits 54(7): 1970-1981 (2019) - [j267]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, Emanuele Vitali:
The ANTAREX domain specific language for high performance computing. Microprocess. Microsystems 68: 58-73 (2019) - [j266]Joel Matejka, Björn Forsberg, Michal Sojka, Premysl Sucha, Luca Benini, Andrea Marongiu, Zdenek Hanzálek:
Combining PREM compilation and static scheduling for high-performance and predictable MPSoC execution. Parallel Comput. 85: 27-44 (2019) - [j265]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) - [j264]Tommaso Polonelli, Davide Brunelli, Achille Marzocchi, Luca Benini:
Slotted ALOHA on LoRaWAN-Design, Analysis, and Deployment. Sensors 19(4): 838 (2019) - [j263]Michele Magno, Lukas Sigrist, Andres Gomez, Lukas Cavigelli, Antonio Libri, Emanuel M. Popovici, Luca Benini:
SmarTEG: An Autonomous Wireless Sensor Node for High Accuracy Accelerometer-Based Monitoring. Sensors 19(12): 2747 (2019) - [j262]Christoph Leitner, Pascal A. Hager, Harald Penasso, Markus Tilp, Luca Benini, Christian Peham, Christian Baumgartner:
Ultrasound as a Tool to Study Muscle-Tendon Functions during Locomotion: A Systematic Review of Applications. Sensors 19(19): 4316 (2019) - [j261]Simone Benatti, Fabio Montagna, Victor Javier Kartsch, Abbas Rahimi, Davide Rossi, Luca Benini:
Online Learning and Classification of EMG-Based Gestures on a Parallel Ultra-Low Power Platform Using Hyperdimensional Computing. IEEE Trans. Biomed. Circuits and Systems 13(3): 516-528 (2019) - [j260]Victor Javier Kartsch, Giuseppe Tagliavini, Marco Guermandi, Simone Benatti, Davide Rossi, Luca Benini:
BioWolf: A Sub-10-mW 8-Channel Advanced Brain-Computer Interface Platform With a Nine-Core Processor and BLE Connectivity. IEEE Trans. Biomed. Circuits and Systems 13(5): 893-906 (2019) - [j259]Fabian Schuiki, Michael Schaffner, Frank K. Gürkaynak, Luca Benini:
A Scalable Near-Memory Architecture for Training Deep Neural Networks on Large In-Memory Datasets. IEEE Trans. Computers 68(4): 484-497 (2019) - [j258]Pirmin Vogel, Andrea Marongiu, Luca Benini:
Exploring Shared Virtual Memory for FPGA Accelerators with a Configurable IOMMU. IEEE Trans. Computers 68(4): 510-525 (2019) - [j257]Satyajit Das, Kevin J. M. Martin, Davide Rossi, Philippe Coussy, Luca Benini:
An Energy-Efficient Integrated Programmable Array Accelerator and Compilation Flow for Near-Sensor Ultralow Power Processing. IEEE Trans. on CAD of Integrated Circuits and Systems 38(6): 1095-1108 (2019) - [j256]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. Circuits Syst. I Regul. Pap. 66-I(1): 105-118 (2019) - [j255]Philipp Mayer, Michele Magno, Luca Benini:
Self-Sustaining Acoustic Sensor With Programmable Pattern Recognition for Underwater Monitoring. IEEE Trans. Instrumentation and Measurement 68(7): 2346-2355 (2019) - [j254]Jiawei Liao, Michael Jost, Michael Schaffner, Michele Magno, Matthias Korb, Luca Benini, Felix Tebbenjohanns, René Reimann, Vijay Jain, Michael Gross, Andrei Militaru, Martin Frimmer, Lukás Novotný:
FPGA Implementation of a Kalman-Based Motion Estimator for Levitated Nanoparticles. IEEE Trans. Instrumentation and Measurement 68(7): 2374-2386 (2019) - [j253]Florian Zaruba, Luca Benini:
The Cost of Application-Class Processing: Energy and Performance Analysis of a Linux-Ready 1.7-GHz 64-Bit RISC-V Core in 22-nm FDSOI Technology. IEEE Trans. Very Large Scale Integr. Syst. 27(11): 2629-2640 (2019) - [j252]Arthur Stoutchinin, Luca Benini:
StreamDrive: a Dynamic Dataflow Framework for Clustered Embedded Architectures. J. Signal Process. Syst. 91(3-4): 275-301 (2019) - [j251]Daniele Palossi, Andres Gomez, Stefan Draskovic, Andrea Marongiu, Lothar Thiele, Luca Benini:
Extending the Lifetime of Nano-Blimps via Dynamic Motor Control. J. Signal Process. Syst. 91(3-4): 339-361 (2019) - [c654]Andrea Borghesi, Andrea Bartolini, Michele Lombardi, Michela Milano, Luca Benini:
Anomaly Detection Using Autoencoders in High Performance Computing Systems. AAAI 2019: 9428-9433 - [c653]En-Jui Chang, Abbas Rahimi, Luca Benini, An-Yeu Andy Wu:
Hyperdimensional Computing-based Multimodality Emotion Recognition with Physiological Signals. AICAS 2019: 137-141 - [c652]Andrea Borghesi, Antonio Libri, Luca Benini, Andrea Bartolini:
Online Anomaly Detection in HPC Systems. AICAS 2019: 229-233 - [c651]Lukas Cavigelli, Luca Benini:
Extended Bit-Plane Compression for Convolutional Neural Network Accelerators. AICAS 2019: 279-283 - [c650]Andrea Borghesi, Andrea Bartolini, Michele Lombardi, Michela Milano, Luca Benini:
Anomaly Detection using Autoencoders in High Performance Computing Systems. DDC@AI*IA 2019: 24-32 - [c649]Andrea Borghesi, Michela Milano, Luca Benini:
Frequency Assignment in High Performance Computing Systems. AI*IA 2019: 151-164 - [c648]Tommaso Polonelli, Daniele Battistini, Manuele Rusci, Davide Brunelli, Luca Benini:
An Energy Optimized JPEG Encoder for Parallel Ultra-Low-Power Processing-Platforms. ApplePies 2019: 125-133 - [c647]Ali Moin, Andy Zhou, Simone Benatti, Abbas Rahimi, Luca Benini, Jan M. Rabaey:
Analysis of Contraction Effort Level in EMG-Based Gesture Recognition Using Hyperdimensional Computing. BioCAS 2019: 1-4 - [c646]Alessio Burrello, Alex Marchioni, Davide Brunelli, Luca Benini:
Embedding principal component analysis for data reduction in structural health monitoring on low-cost IoT gateways. CF 2019: 235-239 - [c645]Paolo Meloni, Daniela Loi, Paola Busia, Gianfranco Deriu, Andy D. Pimentel, Dolly Sapra, Todor P. Stefanov, Svetlana Minakova, Francesco Conti, Luca Benini, Maura Pintor, Battista Biggio, Bernhard Moser, Natalia Shepeleva, Nikos Fragoulis, Ilias Theodorakopoulos, Michael Masin, Francesca Palumbo:
Optimization and deployment of CNNs at the edge: the ALOHA experience. CF 2019: 326-332 - [c644]Alessio Burrello, Francesco Conti, Angelo Garofalo, Davide Rossi, Luca Benini:
DORY: Lightweight memory hierarchy management for deep NN inference on IoT endnodes: work-in-progress. CODES+ISSS 2019: 17:1-17:2 - [c643]Said Hamdioui, Hoang Anh Du Nguyen, Mottaqiallah Taouil, Abu Sebastian, Manuel Le Gallo, Sandeep Pande, Siebren Schaafsma, Francky Catthoor, Shidhartha Das, Fernando Garcia-Redondo, Geethan Karunaratne, Abbas Rahimi, Luca Benini:
Applications of Computation-In-Memory Architectures based on Memristive Devices. DATE 2019: 486-491 - [c642]Florian Glaser, Germain Haugou, Davide Rossi, Qiuting Huang, Luca Benini:
Hardware-Accelerated Energy-Efficient Synchronization and Communication for Ultra-Low-Power Tightly Coupled Clusters. DATE 2019: 552-557 - [c641]Björn Forsberg, Luca Benini, Andrea Marongiu:
Taming Data Caches for Predictable Execution on GPU-based SoCs. DATE 2019: 650-653 - [c640]Giuseppe Tagliavini, Stefan Mach, Davide Rossi, Andrea Marongiu, Luca Benini:
Design and Evaluation of SmallFloat SIMD extensions to the RISC-V ISA. DATE 2019: 654-657 - [c639]Fabian Schuiki, Michael Schaffner, Luca Benini:
NTX: An Energy-efficient Streaming Accelerator for Floating-point Generalized Reduction Workloads in 22 nm FD-SOI. DATE 2019: 662-667 - [c638]Alessio Burrello, Lukas Cavigelli, Kaspar Schindler, Luca Benini, Abbas Rahimi:
Laelaps: An Energy-Efficient Seizure Detection Algorithm from Long-term Human iEEG Recordings without False Alarms. DATE 2019: 752-757 - [c637]Miguel de Prado, Nuria Pazos, Luca Benini:
Learning to infer: RL-based search for DNN primitive selection on Heterogeneous Embedded Systems. DATE 2019: 1409-1414 - [c636]Daniele Palossi, Francesco Conti, Luca Benini:
An Open Source and Open Hardware Deep Learning-Powered Visual Navigation Engine for Autonomous Nano-UAVs. DCOSS 2019: 604-611 - [c635]Annachiara Ruospo, Riccardo Cantoro, Ernesto Sánchez, Pasquale Davide Schiavone, Angelo Garofalo, Luca Benini:
On-line Testing for Autonomous Systems driven by RISC-V Processor Design Verification. DFT 2019: 1-6 - [c634]Simon Benninger, Michele Magno, Andres Gomez, Luca Benini:
EdgeEye: A Long-Range Energy-Efficient Vision Node For Long-Term Edge Computing. IGSC 2019: 1-8 - [c633]Angelo Garofalo, Manuele Rusci, Francesco Conti, Davide Rossi, Luca Benini:
PULP-NN: A Computing Library for Quantized Neural Network inference at the edge on RISC-V Based Parallel Ultra Low Power Clusters. ICECS 2019: 33-36 - [c632]Florian Zaruba, Fabian Schuiki, Stefan Mach, Luca Benini:
The Floating Point Trinity: A Multi-modal Approach to Extreme Energy-Efficiency and Performance. ICECS 2019: 767-770 - [c631]Andrea Bartolini, Davide Rossi, Antonio Mastrandrea, Christian Conficoni, Simone Benatti, Andrea Tilli, Luca Benini:
A PULP-based Parallel Power Controller for Future Exascale Systems. ICECS 2019: 771-774 - [c630]Andrea Bartolini, Francesco Beneventi, Andrea Borghesi, Daniele Cesarini, Antonio Libri, Luca Benini, Carlo Cavazzoni:
Paving the Way Toward Energy-Aware and Automated Datacentre. ICPP Workshops 2019: 8:1-8:8 - [c629]Massimo Ballerini, Tommaso Polonelli, Davide Brunelli, Michele Magno, Luca Benini:
Experimental Evaluation on NB-IoT and LoRaWAN for Industrial and IoT Applications. INDIN 2019: 1729-1732 - [c628]Marco Guermandi, Simone Benatti, Davide Brunelli, Victor Javier Kartsch, Luca Benini:
Towards a Wearable Interface for Food Quality Grading Through ERP Analysis. ISCAS 2019: 1-5 - [c627]Fabian Schuiki, Michael Schaffner, Luca Benini:
NTX: A 260 Gflop/sW Streaming Accelerator for Oblivious Floating-Point Algorithms in 22 nm FD-SOI. ISOCC 2019: 117-118 - [c626]Luca Benini:
Secure Near-Sensor Analytics: the PULP approach. IWASI 2019: 1 - [c625]Tommaso Polonelli, Davide Brunelli, Alberto Girolami, Gerardo Nahuel Demmi, Luca Benini:
A multi-protocol system for configurable data streaming on IoT healthcare devices. IWASI 2019: 112-117 - [c624]Massimo Ballerini, Michele Magno, Davide Brunelli, Guido Cornai, Luca Benini:
NETWIS: A Scalable and Robust Body Sensor Network For Biomedical Application. IWASI 2019: 118-123 - [c623]Manuel Eggimann, Stefan Mach, Michele Magno, Luca Benini:
A RISC-V Based Open Hardware Platform for Always-On Wearable Smart Sensing. IWASI 2019: 169-174 - [c622]Philipp Mayer, Michele Magno, Thomas Brunner, Luca Benini:
LoRa vs. LoRa: In-Field Evaluation and Comparison For Long-Lifetime Sensor Nodes. IWASI 2019: 307-311 - [c621]Victor Javier Kartsch, Simone Benatti, Marco Guermandi, Fabio Montagna, Luca Benini:
Ultra Low-Power Drowsiness Detection System with BioWolf. NER 2019: 1187-1190 - [c620]Florian Scheidegger, Luca Benini, Costas Bekas, A. Cristiano I. Malossi:
Constrained deep neural network architecture search for IoT devices accounting for hardware calibration. NeurIPS 2019: 6054-6064 - [c619]Federico Pittino, Pietro Bonfà, Andrea Bartolini, Fabio Affinito, Luca Benini, Carlo Cavazzoni:
Prediction of Time-to-Solution in Material Science Simulations Using Deep Learning. PASC 2019: 10:1-10:9 - [c618]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, Imane Lasri, Antonio Libri, Candida Manelfi, Jan Martinovic, Gianluca Palermo, Pedro Pinto, Erven Rohou, Nico Sanna, Katerina Slaninová, Emanuele Vitali:
Supporting the Scale-Up of High Performance Application to Pre-Exascale Systems: The ANTAREX Approach. PDP 2019: 116-123 - [c617]Victor Javier Kartsch, Marco Guermandi, Simone Benatti, Fabio Montagna, Luca Benini:
An Energy-Efficient IoT node for HMI applications based on an ultra-low power Multicore Processor. SAS 2019: 1-6 - [c616]Salvatore Di Girolamo, Konstantin Taranov, Andreas Kurth, Michael Schaffner, Timo Schneider, Jakub Beránek, Maciej Besta, Luca Benini, Duncan Roweth, Torsten Hoefler:
Network-accelerated non-contiguous memory transfers. SC 2019: 56:1-56:14 - [c615]Stefan Mach, Fabian Schuiki, Florian Zaruba, Luca Benini:
A 0.80pJ/flop, 1.24Tflop/sW 8-to-64 bit Transprecision Floating-Point Unit for a 64 bit RISC-V Processor in 22nm FD-SOI. VLSI-SoC 2019: 95-98 - [c614]Philipp Mayer, Michele Magno, Christoph Schnetzler, Luca Benini:
EmbedUWB: Low Power Embedded High-Precision and Low Latency UWB Localization. WF-IoT 2019: 519-523 - [c613]Michele Magno, Lukas Cavigelli, Philipp Mayer, Ferdinand von Hagen, Luca Benini:
FANNCortexM: An Open Source Toolkit for Deployment of Multi-layer Neural Networks on ARM Cortex-M Family Microcontrollers : Performance Analysis with Stress Detection. WF-IoT 2019: 793-798 - [i72]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) - [i71]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) - [i70]Arthur Stoutchinin, Francesco Conti, Luca Benini:
Optimally Scheduling CNN Convolutions for Efficient Memory Access. CoRR abs/1902.01492 (2019) - [i69]Andrea Borghesi, Antonio Libri, Luca Benini, Andrea Bartolini:
Online Anomaly Detection in HPC Systems. CoRR abs/1902.08447 (2019) - [i68]Tommaso Polonelli, Davide Brunelli, Andrea Bartolini, Luca Benini:
A LoRaWAN Wireless Sensor Network for Data Center Temperature Monitoring. CoRR abs/1902.09400 (2019) - [i67]Tommaso Polonelli, Davide Brunelli, Achille Marzocchi, Luca Benini:
Slotted ALOHA on LoRaWAN - Design, Analysis, and Deployment. CoRR abs/1902.09468 (2019) - [i66]Florian Zaruba, Luca Benini:
The Cost of Application-Class Processing: Energy and Performance Analysis of a Linux-ready 1.7GHz 64bit RISC-V Core in 22nm FDSOI Technology. CoRR abs/1904.05442 (2019) - [i65]Francesco Fraternali, Bharathan Balaji, Yuvraj Agarwal, Luca Benini, Rajesh E. Gupta:
Demo Abstract: Pible: Battery-Free Mote for Perpetual Indoor BLE Applications. CoRR abs/1905.03851 (2019) - [i64]Daniele Palossi, Francesco Conti, Luca Benini:
An Open Source and Open Hardware Deep Learning-powered Visual Navigation Engine for Autonomous Nano-UAVs. CoRR abs/1905.04166 (2019) - [i63]Matteo Spallanzani, Lukas Cavigelli, Gian Paolo Leonardi, Marko Bertogna, Luca Benini:
Additive Noise Annealing and Approximation Properties of Quantized Neural Networks. CoRR abs/1905.10452 (2019) - [i62]Marco Guermandi, Simone Benatti, Davide Brunelli, Victor Javier Kartsch, Luca Benini:
Towards a Wearable Interface for Food Quality Grading through ERP Analysis. CoRR abs/1905.11633 (2019) - [i61]Manuele Rusci, Alessandro Capotondi, Luca Benini:
Memory-Driven Mixed Low Precision Quantization For Enabling Deep Network Inference On Microcontrollers. CoRR abs/1905.13082 (2019) - [i60]Matheus A. Cavalcante, Fabian Schuiki, Florian Zaruba, Michael Schaffner, Luca Benini:
Ara: A 1 GHz+ Scalable and Energy-Efficient RISC-V Vector Processor with Multi-Precision Floating Point Support in 22 nm FD-SOI. CoRR abs/1906.00478 (2019) - [i59]Geethan Karunaratne, Manuel Le Gallo, Giovanni Cherubini, Luca Benini, Abbas Rahimi, Abu Sebastian:
In-memory hyperdimensional computing. CoRR abs/1906.01548 (2019) - [i58]Martino Dazzi, Abu Sebastian, Pier Andrea Francese, Thomas P. Parnell, Luca Benini, Evangelos Eleftheriou:
5 Parallel Prism: A topology for pipelined implementations of convolutional neural networks using computational memory. CoRR abs/1906.03474 (2019) - [i57]Salvatore Di Girolamo, Konstantin Taranov, Andreas Kurth, Michael Schaffner, Timo Schneider, Jakub Beránek, Maciej Besta, Luca Benini, Duncan Roweth, Torsten Hoefler:
Network-Accelerated Non-Contiguous Memory Transfers. CoRR abs/1908.08590 (2019) - [i56]Angelo Garofalo, Manuele Rusci, Francesco Conti, Davide Rossi, Luca Benini:
PULP-NN: Accelerating Quantized Neural Networks on Parallel Ultra-Low-Power RISC-V Processors. CoRR abs/1908.11263 (2019) - [i55]Lukas Cavigelli, Georg Rutishauser, Luca Benini:
EBPC: Extended Bit-Plane Compression for Deep Neural Network Inference and Training Accelerators. CoRR abs/1908.11645 (2019) - [i54]Florian Scheidegger, Luca Benini, Costas Bekas, A. Cristiano I. Malossi:
Constrained deep neural network architecture search for IoT devices accounting hardware calibration. CoRR abs/1909.10818 (2019) - [i53]