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Luca Benini

  1. Ara: A 1-GHz+ Scalable and Energy-Efficient RISC-V Vector Processor With Multiprecision Floating-Point Support in 22-nm FD-SOI
    2019/06/02 by Matheus Cavalcante, Fabian Schuiki, Florian Zaruba +2 · 2 voices · 6 citations
    Computer Science · Engineering · #Parallel Computing and Optimization Techniques #Interconnection Networks and Systems #Low-power high-performance VLSI design
  2. A Neuro-vector-symbolic Architecture for Solving Raven's Progressive Matrices
    2022/03/09 by Michael Hersche, Mustafa Zeqiri, Hersche, Michael +7 · 3 voices · 9 citations
    Computer Science · #Natural Language Processing Techniques #Neural Networks and Applications #Topic Modeling #cs.AI #cs.CV #cs.LG
  3. Networks on chips: a new SoC paradigm
    2002/01/01 by Luca Benini, L. Benini, Giovanni De Micheli +1 · 28 citations
    Computer Science · Engineering · #Interconnection Networks and Systems #Embedded Systems Design Techniques #VLSI and FPGA Design Techniques
  4. Ara2: Exploring Single- and Multi-Core Vector Processing With an Efficient RVV 1.0 Compliant Open-Source Processor
    2023/11/13 by Matteo Perotti, Matheus Cavalcante, Renzo Andri +2 · 1 voice · 4 citations
    Computer Science · #Neural Networks and Applications
  5. Cheshire: A Lightweight, Linux-Capable RISC-V Host Platform for Domain-Specific Accelerator Plug-In
    2023/05/08 by Alessandro Ottaviano, Thomas Benz, Ottaviano, Alessandro +5 · 1 voice · 4 citations
    #cs.AR
  6. Soft-to-Hard Vector Quantization for End-to-End Learning Compressible Representations
    2017/04/03 by Eirikur Agustsson, Agustsson, Eirikur, Fabian Mentzer +11 · 25 citations
    Computer Science · Engineering · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image and Signal Denoising Methods #Machine Learning (cs.LG) #Sparse and Compressive Sensing Techniques
  7. Snitch: A Tiny Pseudo Dual-Issue Processor for Area and Energy Efficient Execution of Floating-Point Intensive Workloads
    2020/10/07 by Florian Zaruba, Fabian Schuiki, Torsten Hoefler +1 · 18 citations
    Computer Science · #Parallel Computing and Optimization Techniques #Advanced Data Storage Technologies #Numerical Methods and Algorithms
  8. Stream Semantic Registers: A Lightweight RISC-V ISA Extension Achieving\n Full Compute Utilization in Single-Issue Cores
    2019/11/19 by Fabian Schuiki, Florian Zaruba, Schuiki, Fabian +5 · 2 voices · 4 citations
    Computer Science · #Advanced Data Storage Technologies #Distributed #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Interconnection Networks and Systems #Parallel #Parallel Computing and Optimization Techniques #and Cluster Computing (cs.DC) #cs.AR #cs.DC
  9. A near-threshold RISC-V core with DSP extensions for scalable IoT\n Endpoint Devices
    2016/08/30 by Michael Gautschi, Pasquale Davide Schiavone, Gautschi, Michael +15 · 11 citations
    Computer Science · Engineering · #Advanced Memory and Neural Computing #CCD and CMOS Imaging Sensors #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Parallel Computing and Optimization Techniques
  10. EEG-TCNet: An Accurate Temporal Convolutional Network for Embedded\n Motor-Imagery Brain-Machine Interfaces
    2020/05/31 by Thorir Mar Ingolfsson, Michael Hersche, Ingolfsson, Thorir Mar +9 · 12 citations
    Engineering · Neuroscience · #Advanced Memory and Neural Computing #EEG and Brain-Computer Interfaces #FOS: Computer and information sciences #FOS: Electrical engineering #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neuroscience and Neural Engineering #Signal Processing (eess.SP) #electronic engineering #information engineering
  11. LLHD: A Multi-level Intermediate Representation for Hardware Description\n Languages
    2020/04/07 by Fabian Schuiki, Schuiki, Fabian, Andreas Kurth +5 · 2 voices
    Engineering · Computer Science · #Semiconductor materials and devices #VLSI and Analog Circuit Testing #Electrostatic Discharge in Electronics
  12. HERO: Heterogeneous Embedded Research Platform for Exploring RISC-V Manycore Accelerators on FPGA
    2017/12/18 by Andreas Kurth, Kurth, Andreas, Pirmin Vogel +7 · 1 voice · 1 citation
    #cs.AR #cs.DC
  13. LocalViT: Analyzing Locality in Vision Transformers
    2021/04/12 by Yawei Li, Kai Zhang, Li, Yawei +11 · 21 citations
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
  14. In-memory hyperdimensional computing
    2019/06/04 by Geethan Karunaratne, Manuel Le Gallo, Karunaratne, Geethan +9 · 6 citations
    Computer Science · Engineering · #Advanced Memory and Neural Computing #Applied Physics (physics.app-ph) #Artificial Intelligence (cs.AI) #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #FOS: Physical sciences #Ferroelectric and Negative Capacitance Devices #Neural Networks and Reservoir Computing
  15. SliM-LLM: Salience-Driven Mixed-Precision Quantization for Large Language Models
    2024/05/23 by Wei Huang, Huang, Wei, Haotong Qin +15 · 16 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
  16. Manticore: A 4096-core RISC-V Chiplet Architecture for Ultra-efficient Floating-point Computing
    2020/08/14 by Florian Zaruba, Zaruba, Florian, Fabian Schuiki +3 · 1 voice · 1 citation
    #cs.AR
  17. FPnew: An Open-Source Multi-Format Floating-Point Unit Architecture for\n Energy-Proportional Transprecision Computing
    2020/07/03 by Stefan Mach, Mach, Stefan, Fabian Schuiki +5 · 5 citations
    Computer Science · Engineering · #Analog and Mixed-Signal Circuit Design #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Low-power high-performance VLSI design #Numerical Methods and Algorithms
  18. YodaNN: An Architecture for Ultra-Low Power Binary-Weight CNN\n Acceleration
    2016/06/17 by Renzo Andri, Lukas Cavigelli, Andri, Renzo +5 · 3 citations
    Computer Science · Engineering · Neuroscience · #Advanced Neural Network Applications #Advanced Memory and Neural Computing #Brain Tumor Detection and Classification
  19. Stella Nera: A Differentiable Maddness-Based Hardware Accelerator for Efficient Approximate Matrix Multiplication
    2023/11/16 by Jannis Schönleber, Lukas Cavigelli, Schönleber, Jannis +7 · 1 voice · 2 citations
    Computer Science · Engineering · Mathematics · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Hardware Architecture (cs.AR) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Parallel Computing and Optimization Techniques #cs.AR #cs.CV #cs.LG #stat.ML
  20. Spatz: Clustering Compact RISC-V-Based Vector Units to Maximize Computing Efficiency
    2023/09/18 by Matteo Perotti, Perotti, Matteo, Samuel Riedel +5 · 7 citations
    Computer Science · #Parallel Computing and Optimization Techniques #Advanced Data Storage Technologies #Interconnection Networks and Systems
  21. HexaMesh: Scaling to Hundreds of Chiplets with an Optimized Chiplet Arrangement
    2022/11/25 by Patrick Iff, Iff, Patrick, Maciej Besta +9 · 5 citations
    Computer Science · Engineering · #3D IC and TSV technologies #Distributed #Embedded Systems Design Techniques #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Interconnection Networks and Systems #Networking and Internet Architecture (cs.NI) #Parallel #and Cluster Computing (cs.DC)
  22. Fully Onboard AI-powered Human-Drone Pose Estimation on Ultra-low Power\n Autonomous Flying Nano-UAVs
    2021/03/19 by Daniele Palossi, Palossi, Daniele, Nicky Zimmerman +15 · 3 citations
    Computer Science · Engineering · #Advanced Neural Network Applications #FOS: Computer and information sciences #FOS: Electrical engineering #Robotic Path Planning Algorithms #Robotics (cs.RO) #Robotics and Sensor-Based Localization #Systems and Control (eess.SY) #electronic engineering #information engineering
  23. MIMONets: Multiple-Input-Multiple-Output Neural Networks Exploiting Computation in Superposition
    2023/12/05 by Nicolas Menet, Menet, Nicolas, Michael Hersche +9 · 5 citations
    Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  24. On-Device Domain Learning for Keyword Spotting on Low-Power Extreme Edge Embedded Systems
    2024/03/12 by Cristian Cioflan, Lukas Cavigelli, Cioflan, Cristian +7 · 6 citations
    Computer Science · #Advanced Text Analysis Techniques #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Sound (cs.SD) #electronic engineering #information engineering
  25. Memory-Driven Mixed Low Precision Quantization For Enabling Deep Network\n Inference On Microcontrollers
    2019/05/30 by Manuele Rusci, Rusci, Manuele, Alessandro Capotondi +3 · 3 citations
    Computer Science · Engineering · #Advanced Memory and Neural Computing #Advanced Neural Network Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Reservoir Computing #Wireless Signal Modulation Classification
  26. Neuromorphic Optical Flow and Real-time Implementation with Event Cameras
    2023/04/14 by Yannick Schnider, Schnider, Yannick, Stanisław Woźniak +13 · 3 citations
    Computer Science · Engineering · #Advanced Memory and Neural Computing #CCD and CMOS Imaging Sensors #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Neural Networks and Reservoir Computing #Neural and Evolutionary Computing (cs.NE)
  27. Indirection Stream Semantic Register Architecture for Efficient\n Sparse-Dense Linear Algebra
    2020/11/16 by Paul Scheffler, Scheffler, Paul, Florian Zaruba +7 · 2 citations
    Computer Science · #Parallel Computing and Optimization Techniques #Advanced Data Storage Technologies #Cloud Computing and Resource Management
  28. Optimizing the Deployment of Tiny Transformers on Low-Power MCUs
    2024/04/03 by Victor J. B. Jung, Jung, Victor J. B., Alessio Burrello +7 · 4 citations
    Engineering · #Advanced Antenna and Metasurface Technologies #Advanced Materials and Mechanics #Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Modular Robots and Swarm Intelligence #Parallel #Performance (cs.PF) #and Cluster Computing (cs.DC)
  29. FANN-on-MCU: An Open-Source Toolkit for Energy-Efficient Neural Network Inference at the Edge of the Internet of Things
    2019/11/08 by Xiaying Wang, Michele Magno, Wang, Xiaying +5 · 2 citations
    Computer Science · Engineering · #Advanced Memory and Neural Computing #Advanced Neural Network Applications #CCD and CMOS Imaging Sensors #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Signal Processing (eess.SP) #electronic engineering #information engineering
  30. Embedding Temporal Convolutional Networks for Energy-Efficient PPG-Based Heart Rate Monitoring
    2022/03/01 by Alessio Burrello, Burrello, Alessio, Daniele Jahier Pagliari +15 · 2 citations
    Engineering · Medicine · #FOS: Computer and information sciences #FOS: Electrical engineering #Heart Rate Variability and Autonomic Control #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Non-Invasive Vital Sign Monitoring #Obstructive Sleep Apnea Research #Signal Processing (eess.SP) #electronic engineering #information engineering
  31. Sub-mW Keyword Spotting on an MCU: Analog Binary Feature Extraction and Binary Neural Networks
    2022/01/10 by Gianmarco Cerutti, Lukas Cavigelli, Cerutti, Gianmarco +9 · 2 citations
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Hardware Architecture (cs.AR) #IoT-based Smart Home Systems #Sound (cs.SD) #Speech and Audio Processing #Speech and dialogue systems #electronic engineering #information engineering
  32. Optimizing the Deployment of Tiny Transformers on Low-Power MCUs
    2024/11/18 by Victor J. B. Jung, Victor Jean-Baptiste Jung, Alessio Burrello +3 · 6 citations
    Engineering · #Modular Robots and Swarm Intelligence #Advanced Antenna and Metasurface Technologies #Advanced Materials and Mechanics
  33. Optimally Scheduling CNN Convolutions for Efficient Memory Access
    2019/02/04 by Arthur Stoutchinin, Stoutchinin, Arthur, Francesco Conti +3 · 2 citations
    Computer Science · Engineering · #Advanced Neural Network Applications #Advanced Memory and Neural Computing #Parallel Computing and Optimization Techniques
  34. ColibriES: A Milliwatts RISC-V Based Embedded System Leveraging Neuromorphic and Neural Networks Hardware Accelerators for Low-Latency Closed-loop Control Applications
    2023/02/15 by G Rutishauser, Robin Hunziker, Rutishauser, Georg +9 · 2 citations
    Engineering · #Advanced Memory and Neural Computing #Ferroelectric and Negative Capacitance Devices #CCD and CMOS Imaging Sensors
  35. Ultra-Efficient On-Device Object Detection on AI-Integrated Smart Glasses with TinyissimoYOLO
    2023/11/02 by Julian Moosmann, Pietro Bonazzi, Moosmann, Julian +11 · 3 citations
    Computer Science · Engineering · #Advanced Memory and Neural Computing #Artificial Intelligence (cs.AI) #CCD and CMOS Imaging Sensors #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics (cs.RO) #Visual Attention and Saliency Detection
  36. Bioformers: Embedding Transformers for Ultra-Low Power sEMG-based Gesture Recognition
    2022/03/24 by Alessio Burrello, Francesco Bianco Morghet, Burrello, Alessio +13 · 2 citations
    Engineering · Neuroscience · #Advanced Sensor and Energy Harvesting Materials #EEG and Brain-Computer Interfaces #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Muscle activation and electromyography studies #Signal Processing (eess.SP) #electronic engineering #information engineering
  37. Distilling Tiny and Ultra-fast Deep Neural Networks for Autonomous Navigation on Nano-UAVs
    2024/07/17 by Lorenzo Lamberti, Lorenzo Bellone, Lamberti, Lorenzo +11 · 3 citations
    Computer Science · Engineering · #Advanced Neural Network Applications #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Robotic Path Planning Algorithms #Robotics and Sensor-Based Localization #Systems and Control (eess.SY) #electronic engineering #information engineering
  38. RapidChiplet: A Toolchain for Rapid Design Space Exploration of Chiplet Architectures
    2023/11/10 by Patrick Iff, Iff, Patrick, Benigna Bruggmann +8 · 2 citations
    Computer Science · Engineering · #Advanced Data Storage Technologies #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Low-power high-performance VLSI design #Parallel Computing and Optimization Techniques
  39. A Transprecision Floating-Point Platform for Ultra-Low Power Computing
    2017/11/28 by Giuseppe Tagliavini, Stefan Mach, Tagliavini, Giuseppe +7 · 1 citation
    Computer Science · Engineering · #Digital Filter Design and Implementation #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Low-power high-performance VLSI design #Numerical Methods and Algorithms
  40. PULP-HD: Accelerating Brain-Inspired High-Dimensional Computing on a Parallel Ultra-Low Power Platform
    2018/04/24 by Fabio Montagna, Montagna, Fabio, Abbas Rahimi +7 · 1 citation
    Computer Science · Engineering · #Advanced Memory and Neural Computing #FOS: Electrical engineering #Ferroelectric and Negative Capacitance Devices #Parallel Computing and Optimization Techniques #Signal Processing (eess.SP) #electronic engineering #information engineering
  41. Hardware Optimizations of Dense Binary Hyperdimensional Computing:\n Rematerialization of Hypervectors, Binarized Bundling, and Combinational\n Associative Memory
    2018/07/20 by Manuel Schmuck, Luca Benini, Schmuck, Manuel +3 · 1 citation
    Computer Science · Engineering · #Advanced Memory and Neural Computing #Cellular Automata and Applications #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG)
  42. Deeploy: Enabling Energy-Efficient Deployment of Small Language Models On Heterogeneous Microcontrollers
    2024/08/08 by Moritz Scherer, Scherer, Moritz, Luka Macan +13 · 3 citations
    Computer Science · #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Machine Learning (cs.LG) #Network Packet Processing and Optimization #Parallel Computing and Optimization Techniques #Topic Modeling
  43. Basilisk: An End-to-End Open-Source Linux-Capable RISC-V SoC in 130nm\n CMOS
    2024/06/21 by Paul Scheffler, Scheffler, Paul, Philippe Sauter +7 · 1 voice
    Computer Science · Engineering · #Embedded Systems Design Techniques #Parallel Computing and Optimization Techniques #VLSI and FPGA Design Techniques #cs.AR
  44. A 5 μW Standard Cell Memory-based Configurable Hyperdimensional Computing Accelerator for Always-on Smart Sensing
    2021/02/04 by Manuel Eggimann, Abbas Rahimi, Eggimann, Manuel +3 · 1 citation
    Engineering · #Advanced Materials and Mechanics #Advanced Memory and Neural Computing #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Electrical engineering #Ferroelectric and Negative Capacitance Devices #Signal Processing (eess.SP) #Systems and Control (eess.SY) #electronic engineering #information engineering
  45. Enabling Design Methodologies and Future Trends for Edge AI: Specialization and Co-design
    2021/03/25 by Cong Hao, Hao, Cong, Jordan Dotzel +9 · 1 citation
    Computer Science · Engineering · #Advanced Memory and Neural Computing #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #IoT and Edge/Fog Computing
  46. Efficient Parallelization of 5G-PUSCH on a Scalable RISC-V Many-core Processor
    2022/10/17 by Marco Bertuletti, Yichao Zhang, Bertuletti, Marco +5 · 2 citations
    Computer Science · Engineering · #Advanced MIMO Systems Optimization #Distributed #FOS: Computer and information sciences #FOS: Electrical engineering #Interconnection Networks and Systems #Parallel #Satellite Communication Systems #Signal Processing (eess.SP) #and Cluster Computing (cs.DC) #electronic engineering #information engineering
  47. When SAM2 Meets Video Camouflaged Object Segmentation: A Comprehensive Evaluation and Adaptation
    2024/09/27 by Yuli Zhou, Guolei Sun, Zhou, Yuli +8 · 3 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Enhancement Techniques #Visual Attention and Saliency Detection
  48. Experimenting with Emerging RISC-V Systems for Decentralised Machine Learning
    2023/02/15 by Gianluca Mittone, Nicolò Tonci, Robert Birke +10 · 1 voice
    Computer Science · Engineering · #Advanced Memory and Neural Computing #Ferroelectric and Negative Capacitance Devices #Stochastic Gradient Optimization Techniques #cs.DC #cs.LG
  49. DNN is not all you need: Parallelizing Non-Neural ML Algorithms on Ultra-Low-Power IoT Processors
    2021/07/16 by Enrico Tabanelli, Tabanelli, Enrico, Giuseppe Tagliavini +3 · 1 citation
    Computer Science · Engineering · #Advanced Memory and Neural Computing #Advanced Neural Network Applications #FOS: Computer and information sciences #FOS: Electrical engineering #Hardware Architecture (cs.AR) #Image and Video Processing (eess.IV) #Parallel Computing and Optimization Techniques #electronic engineering #information engineering
  50. Training Quantised Neural Networks with STE Variants: the Additive Noise Annealing Algorithm
    2022/03/21 by Matteo Spallanzani, Spallanzani, Matteo, Gian Paolo Leonardi +3 · 1 citation
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
  51. RedMulE: A Compact FP16 Matrix-Multiplication Accelerator for Adaptive Deep Learning on RISC-V-Based Ultra-Low-Power SoCs
    2022/04/24 by Yvan Tortorella, Tortorella, Yvan, Luca Bertaccini +7 · 1 citation
    Computer Science · Engineering · #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Hardware Architecture (cs.AR) #Parallel Computing and Optimization Techniques #Semiconductor materials and devices
  52. CMOS 2.0 -- Redefining the Future of Scaling
    2025/10/06 by Moritz Brunion, Brunion, Moritz, Navaneeth Kunhi Purayil +16 · 2 voices
    Computer Science · Engineering · #3D IC and TSV technologies #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #cs.ET
  53. Optimization and Deployment of Deep Neural Networks for PPG-based Blood Pressure Estimation Targeting Low-power Wearables
    2024/09/03 by Alessio Burrello, Francesco Carlucci, Burrello, Alessio +13 · 2 citations
    Engineering · #Advanced Sensor and Energy Harvesting Materials #Non-Invasive Vital Sign Monitoring
  54. CEReBrO: Compact Encoder for Representations of Brain Oscillations Using Efficient Alternating Attention
    2025/01/18 by Alexandru Dimofte, Dimofte, Alexandru, Glenn Anta Bucagu +11 · 6 citations
    Neuroscience · Computer Science · #Functional Brain Connectivity Studies #Neural Networks and Applications #EEG and Brain-Computer Interfaces
  55. Quark: An Integer RISC-V Vector Processor for Sub-Byte Quantized DNN Inference
    2023/02/12 by MohammadHossein AskariHemmat, Théo Dupuis, AskariHemmat, MohammadHossein +19 · 1 citation
    Computer Science · #Advanced Neural Network Applications #Neural Networks and Applications #Parallel Computing and Optimization Techniques
  56. Ramping Up Open-Source RISC-V Cores: Assessing the Energy Efficiency of Superscalar, Out-of-Order Execution
    2025/05/28 by Zhang Fu, Zexin Fu, Fu, Zexin +12 · 8 voices · 1 citation
    Computer Science · Engineering · #Parallel Computing and Optimization Techniques #Radiation Effects in Electronics #Low-power high-performance VLSI design
  57. O-POPE: High-Frequency Pipelined Outer Product based GEMM acceleration with minimal buffering overhead
    2026/06/01 by Danilo Cammarata, Angelo Garofalo, Luca Benini · 1 voice
    Computer Science · #cs.AR
  58. Monte Cimone v3: Where RISC-V Stands in High-Performance Computing
    2026/04/22 by Emanuele Venieri, Simone Manoni, Giacomo Madella +4 · 1 voice
    Computer Science · #cs.DC
  59. Bio-inspired Autonomous Exploration Policies with CNN-based Object Detection on Nano-drones
    2023/01/28 by Lorenzo Lamberti, Lamberti, Lorenzo, Luca Bompani +9 · 1 citation
    Computer Science · Engineering · #Advanced Neural Network Applications #FOS: Computer and information sciences #FOS: Electrical engineering #Robotics (cs.RO) #Robotics and Sensor-Based Localization #Systems and Control (eess.SY) #UAV Applications and Optimization #electronic engineering #information engineering
  60. GAP9Shield: A 150GOPS AI-capable Ultra-low Power Module for Vision and Ranging Applications on Nano-drones
    2024/06/27 by Hanna Müller, Müller, Hanna, Victor Kartsch +3 · 2 citations
    Engineering · #CCD and CMOS Imaging Sensors #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Robotics (cs.RO) #Signal Processing (eess.SP) #electronic engineering #information engineering
  61. ColibriUAV: An Ultra-Fast, Energy-Efficient Neuromorphic Edge Processing UAV-Platform with Event-Based and Frame-Based Cameras
    2023/05/27 by Sizhen Bian, Lukas Schulthess, Bian, Sizhen +9 · 1 citation
    Computer Science · Engineering · #Advanced Memory and Neural Computing #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #CCD and CMOS Imaging Sensors #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Hardware Architecture (cs.AR) #Systems and Control (eess.SY) #electronic engineering #information engineering
  62. Exploring Embedding Methods in Binary Hyperdimensional Computing: A Case Study for Motor-Imagery based Brain-Computer Interfaces
    2018/12/13 by Michael Hersche, José del R. Millán, Hersche, Michael +5 · 1 citation
    Computer Science · Engineering · #Advanced Memory and Neural Computing #FOS: Computer and information sciences #FOS: Electrical engineering #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG) #Neural Networks and Reservoir Computing #Signal Processing (eess.SP) #electronic engineering #information engineering
  63. Near-Memory Parallel Indexing and Coalescing: Enabling Highly Efficient Indirect Access for SpMV
    2023/11/17 by Chi Zhang, Paul Scheffler, Zhang, Chi +7 · 1 citation
    Computer Science · #Advanced Data Storage Technologies #Caching and Content Delivery #Parallel Computing and Optimization Techniques
  64. MATCH: Model-Aware TVM-based Compilation for Heterogeneous Edge Devices
    2024/10/11 by Mohamed Amine Hamdi, Hamdi, Mohamed Amine, Francesco Daghero +15 · 2 citations
    Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #D.1.3 #Distributed #Embedded Systems Design Techniques #FOS: Computer and information sciences #I.2.2 #Parallel #Parallel Computing and Optimization Techniques #Simulation Techniques and Applications #and Cluster Computing (cs.DC)
  65. One-shot Learning for iEEG Seizure Detection Using End-to-end Binary\n Operations: Local Binary Patterns with Hyperdimensional Computing
    2018/09/06 by Alessio Burrello, Kaspar Schindler, Burrello, Alessio +5 · 1 citation
    Engineering · Computer Science · #Ferroelectric and Negative Capacitance Devices #Advanced Memory and Neural Computing #Neural Networks and Reservoir Computing
  66. Fast Shared-Memory Barrier Synchronization for a 1024-Cores RISC-V Many-Core Cluster
    2023/07/17 by Marco Bertuletti, Bertuletti, Marco, Samuel Riedel +7 · 3 citations
    Computer Science · #Advanced Data Storage Technologies #Distributed #FOS: Computer and information sciences #Interconnection Networks and Systems #Parallel #Parallel Computing and Optimization Techniques #and Cluster Computing (cs.DC)
  67. Data-Driven Power Modeling and Monitoring via Hardware Performance Counters Tracking
    2024/01/03 by Sergio Mazzola, Mazzola, Sergio, Gabriele Ara +9 · 1 citation
    Computer Science · Engineering · #FOS: Computer and information sciences #Green IT and Sustainability #Operating Systems (cs.OS) #Parallel Computing and Optimization Techniques #Performance (cs.PF) #Real-Time Systems Scheduling
  68. 12 mJ per Class On-Device Online Few-Shot Class-Incremental Learning
    2024/03/12 by Yoga Esa Wibowo, Cristian Cioflan, Wibowo, Yoga Esa +11 · 1 citation
    Computer Science · Engineering · Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications #Machine Learning (cs.LG) #Machine Learning and Algorithms
  69. Distributed Inference with Minimal Off-Chip Traffic for Transformers on Low-Power MCUs
    2024/12/05 by Severin Bochem, Bochem, Severin, Victor J. B. Jung +7 · 1 citation
    Computer Science · Engineering · #Advanced Memory and Neural Computing #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Interconnection Networks and Systems #Low-power high-performance VLSI design
  70. SARIS: Accelerating Stencil Computations on Energy-Efficient RISC-V Compute Clusters with Indirect Stream Registers
    2024/04/08 by Paul Scheffler, Luca Colagrande, Scheffler, Paul +3 · 1 citation
    Computer Science · #Advanced Data Storage Technologies #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Interconnection Networks and Systems #Mathematical Software (cs.MS) #Parallel Computing and Optimization Techniques
  71. At-the-Roofline Sparse Tensor Contractions on Vector Processors for Transformer Inference
    2026/07/28 by Bowen Wang, Chi Zhang, Diyou Shen +3 · 1 voice
    #cs.AR #cs.AI
  72. Monte Cimone: Paving the Road for the First Generation of RISC-V High-Performance Computers
    2022/05/07 by Andrea Bartolini, Federico Ficarelli, Bartolini, Andrea +21 · 1 citation
    Computer Science · #Advanced Data Storage Technologies #Distributed #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Parallel #Parallel Computing and Optimization Techniques #and Cluster Computing (cs.DC)
  73. A Spiking Neural Network Decoder for Implantable Brain Machine Interfaces and its Sparsity-aware Deployment on RISC-V Microcontrollers
    2024/05/03 by Jiawei Liao, Oscar Toomey, Liao, Jiawei +11 · 1 citation
    Engineering · Neuroscience · #Advanced Memory and Neural Computing #EEG and Brain-Computer Interfaces #FOS: Electrical engineering #Neuroscience and Neural Engineering #Signal Processing (eess.SP) #electronic engineering #information engineering
  74. Siracusa: A 16 nm Heterogenous RISC-V SoC for Extended Reality with At-MRAM Neural Engine
    2023/12/22 by Arpan Suravi Prasad, Moritz Scherer, Prasad, Arpan Suravi +21 · 1 citation
    Engineering · #3D IC and TSV technologies #CCD and CMOS Imaging Sensors #Advancements in Semiconductor Devices and Circuit Design
  75. ECG-TCN: Wearable Cardiac Arrhythmia Detection with a Temporal\n Convolutional Network
    2021/03/25 by Thorir Mar Ingolfsson, Ingolfsson, Thorir Mar, Xiaying Wang +9 · 1 citation
    Engineering · Medicine · Neuroscience · #Artificial Intelligence (cs.AI) #ECG Monitoring and Analysis #EEG and Brain-Computer Interfaces #FOS: Computer and information sciences #Machine Learning (cs.LG) #Non-Invasive Vital Sign Monitoring
  76. Maestro: A 302 GFLOPS/W and 19.8GFLOPS RISC-V Vector-Tensor Architecture for Wearable Ultrasound Edge Computing
    2025/03/06 by M. Sinigaglia, Amirhossein Kiamarzi, Sinigaglia, Mattia +25 · 2 citations
    Engineering · Medicine · #Advanced Sensor and Energy Harvesting Materials #FOS: Computer and information sciences #FOS: Electrical engineering #Ferroelectric and Negative Capacitance Devices #Hardware Architecture (cs.AR) #Systems and Control (eess.SY) #Ultrasound Imaging and Elastography #electronic engineering #information engineering
  77. xTern: Energy-Efficient Ternary Neural Network Inference on RISC-V-Based Edge Systems
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    Computer Science · Engineering · #Advanced Memory and Neural Computing #Advanced Neural Network Applications #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Machine Learning (cs.LG) #Neural Networks and Applications
  78. Circuits and Systems for Embodied AI: Exploring uJ Multi-Modal Perception for Nano-UAVs on the Kraken Shield
    2024/09/26 by Viviane Potocnik, Alfio Di Mauro, Potocnik, Viviane +11 · 1 citation
    Engineering · #Advanced Memory and Neural Computing #FOS: Computer and information sciences #Hardware Architecture (cs.AR)
  79. RUAD: unsupervised anomaly detection in HPC systems
    2022/08/28 by Martin Molan, Andrea Borghesi, Molan, Martin +7 · 1 citation
    Computer Science · #68T01 (Secondary) #68T07 (Primary) 68U01 #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #I.2 #I.2.6 #Machine Learning (cs.LG) #Network Security and Intrusion Detection #Software System Performance and Reliability
  80. SpikeStream: Accelerating Spiking Neural Network Inference on RISC-V Clusters with Sparse Computation Extensions
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    Computer Science · Engineering · #Advanced Memory and Neural Computing #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Hardware Architecture (cs.AR) #Parallel Computing and Optimization Techniques
  81. GAPses: Versatile smart glasses for comfortable and fully-dry acquisition and parallel ultra-low-power processing of EEG and EOG
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    Engineering · #Advanced Memory and Neural Computing #Advanced Optical Imaging Technologies #CCD and CMOS Imaging Sensors #FOS: Electrical engineering #Signal Processing (eess.SP) #Systems and Control (eess.SY) #electronic engineering #information engineering
  82. A Flexible Template for Edge Generative AI with High-Accuracy Accelerated Softmax & GELU
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    Computer Science · #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Neural Networks and Applications
  83. Enhancing Autonomous Driving Systems with On-Board Deployed Large Language Models
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    Computer Science · Engineering · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Autonomous Vehicle Technology and Safety #FOS: Computer and information sciences #Robotics (cs.RO)
  84. Hierarchical Information Flow for Generalized Efficient Image Restoration
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    Computer Science · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image and Signal Denoising Methods #Medical Image Segmentation Techniques
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    Engineering · #Telecommunications and Broadcasting Technologies
  86. Aerosense: A Self-Sustainable And Long-Range Bluetooth Wireless Sensor Node for Aerodynamic and Aeroacoustic Monitoring on Wind Turbines
    2022/05/24 by Tommaso Polonelli, Hanna Müller, Polonelli, Tommaso +9 · 1 citation
    Earth and Planetary Sciences · Engineering · #FOS: Computer and information sciences #FOS: Electrical engineering #Flow Measurement and Analysis #Icing and De-icing Technologies #Meteorological Phenomena and Simulations #Networking and Internet Architecture (cs.NI) #Systems and Control (eess.SY) #electronic engineering #information engineering
  87. PhysioWave: A Multi-Scale Wavelet-Transformer for Physiological Signal Representation
    2025/06/12 by Yanlong Chen, Mattia Orlandi, Chen, Yanlong +9 · 2 citations
    Neuroscience · Engineering · #EEG and Brain-Computer Interfaces #Non-Invasive Vital Sign Monitoring #Muscle activation and electromyography studies
  88. Open-Source Heterogeneous SoCs for AI: The PULP Platform Experience
    2024/12/29 by Francesco Conti, Angelo Garofalo, Conti, Francesco +7 · 1 citation
    Computer Science · Engineering · #CCD and CMOS Imaging Sensors #Embedded Systems Design Techniques #FOS: Computer and information sciences #FOS: Electrical engineering #Hardware Architecture (cs.AR) #Neural and Evolutionary Computing (cs.NE) #Parallel Computing and Optimization Techniques #Signal Processing (eess.SP) #electronic engineering #information engineering
  89. TinyMyo: a Tiny Foundation Model for Flexible EMG Signal Processing at the Edge
    2025/12/05 by Matteo Fasulo, Fasulo, Matteo, Giusy Spacone +9 · 1 citation
    Engineering · Neuroscience · #Advanced Sensor and Energy Harvesting Materials #Artificial Intelligence (cs.AI) #EEG and Brain-Computer Interfaces #FOS: Computer and information sciences #FOS: Electrical engineering #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Muscle activation and electromyography studies #Signal Processing (eess.SP) #electronic engineering #information engineering
  90. One Shot vs. Iterative: Rethinking Pruning Strategies for Model Compression
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    Computer Science · #Artificial Intelligence (cs.AI) #Embedded Systems Design Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG)
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    #eess.SP
  92. S-CEReBrO: Breaking the Memory Barrier in Continuous EEG Monitoring
    2026/07/30 by Glenn Anta Bucagu, Thorir Mar Ingolfsson, Yawei Li +1
    Computer Science · #cs.LG