Luca Benini - researchr alias

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Viewing Publication 1 - 100 from 1421

2026

Elevating Datacenter Resilience with ThermADNet: A Thermal Anomaly Detection SystemMohsen Seyedkazemi Ardebili, Andrea Acquaviva, Luca Benini, Andrea Bartolini. fgcs, 179:108311, 2026. [doi]

2025

FlooNoC: A 645-Gb/s/link 0.15-pJ/B/hop Open-Source NoC With Wide Physical Links and End-to-End AXI4 Parallel Multistream SupportTim Fischer 0001, Michael Rogenmoser, Thomas Benz, Frank K. Gürkaynak, Luca Benini. tvlsi, 33(4):1094-1107, April 2025. [doi]

IntLoRA: Integral Low-rank Adaptation of Quantized Diffusion ModelsHang Guo 0002, Yawei Li 0001, Tao Dai 0001, Shu-Tao Xia, Luca Benini. icml 2025: [doi]

TeraNOC: A Multi-Channel 32-Bit Fine-Grained, Hybrid Mesh-Crossbar Noc for Efficient Scale-Up of 1000+ Core Shared-L1-Memory ClustersYichao Zhang 0003, Zexin Fu, Tim Fischer 0001, Yinrong Li, Marco Bertuletti, Luca Benini. iccd 2025: 610-617 [doi]

TeraPool: A Physical Design Aware, 1024 RISC-V Cores Shared-L1-Memory Scaled-Up Cluster Design With High Bandwidth Main Memory LinkYichao Zhang 0003, Marco Bertuletti, Chi Zhang, Samuel Riedel, Diyou Shen, Bowen Wang, Alessandro Vanelli-Coralli, Luca Benini. TC, 74(11):3667-3681, November 2025. [doi]

SliM-LLM: Salience-Driven Mixed-Precision Quantization for Large Language ModelsWei Huang 0042, Haotong Qin, Yangdong Liu, Yawei Li 0001, Qinshuo Liu, Xianglong Liu 0001, Luca Benini, Michele Magno, Shiming Zhang, Xiaojuan Qi 0001. icml 2025: [doi]

A Flexible Template for Edge Generative AI With High-Accuracy Accelerated Softmax and GELUAndrea Belano, Yvan Tortorella, Angelo Garofalo, Luca Benini, Davide Rossi, Francesco Conti 0001. esticas, 15(2):200-216, June 2025. [doi]

SoftEx: A Low Power and Flexible Softmax Accelerator with Fast Approximate ExponentiationAndrea Belano, Yvan Tortorella, Angelo Garofalo, Luca Benini, Davide Rossi, Francesco Conti 0001. date 2025: 1-2 [doi]

Enabling Fast System-Level Integration and Prototyping of Accelerator-Rich PlatformsGianluca Bellocchi, Alessandro Capotondi, Luca Benini, Andrea Marongiu. cf 2025: 54-57 [doi]

EMG Acquisition and Processing for Hand Movement Decoding on Embedded Systems: State of the Art and ChallengesSimone Benatti, Elisa Donati, Ali Moin, Marcello Zanghieri, Mattia Orlandi, Alessio Burrello, Fiorenzo Artoni, Silvestro Micera, Luca Benini, Jan M. Rabaey. pieee, 113(3):256-286, March 2025. [doi]

EnhancePPG: Improving PPG-based Heart Rate Estimation with Self-Supervision and AugmentationLuca Benfenati, Sofia Belloni, Alessio Burrello, Panagiotis Kasnesis, Xiaying Wang, Luca Benini, Massimo Poncino, Enrico Macii, Daniele Jahier Pagliari. aicas 2025: 1-5 [doi]

AXI-REALM: Safe, Modular and Lightweight Traffic Monitoring and Regulation for Heterogeneous Mixed-Criticality SystemsThomas Benz, Alessandro Ottaviano, Chaoqun Liang, Robert Balas, Angelo Garofalo, Francesco Restuccia 0002, Alessandro Biondi 0001, Davide Rossi, Luca Benini. TC, 74(9):3072-3086, September 2025. [doi]

A 66-Gb/s/5.5-W RISC-V Many-Core Cluster for 5G+ Software-Defined Radio UplinksMarco Bertuletti, Yichao Zhang 0003, Alessandro Vanelli-Coralli, Luca Benini. tvlsi, 33(8):2225-2238, August 2025. [doi]

Fast End-to-End Simulation and Exploration of Many-RISCV-Core Baseband Transceivers for Software-Defined Radio-Access NetworksMarco Bertuletti, Yichao Zhang 0003, Mahdi Abdollahpour, Samuel Riedel, Alessandro Vanelli-Coralli, Luca Benini. dac 2025: 1-7 [doi]

ListenToJESD204B: A Lightweight Open-Source JESD204B IP Core for FPGA-Based Ultrasound Acquisition systemsSoumyo Bhattacharjee, Federico Villani, Christian Vogt 0002, Andrea Cossettini, Luca Benini. iwasi 2025: 1-5 [doi]

Distributed Inference with Minimal Off-Chip Traffic for Transformers on Low-Power MCUsSeverin Bochem, Victor J. B. Jung, Arpan Suravi Prasad, Francesco Conti 0001, Luca Benini. date 2025: 1-7 [doi]

Invited Paper: CMOS 2.0 - Redefining the Future of ScalingMoritz Brunion, Navaneeth Kunhi Purayil, Francesco Dell'Atti, Sebastian Lam, Refik Bilgic, Mehdi B. Tahoori, Luca Benini, Julien Ryckaert. iccad 2025: 1-8 [doi]

A Tiny Transformer for Low-Power Arrhythmia Classification on MicrocontrollersPaola Busia, Matteo Antonio Scrugli, Victor Jean-Baptiste Jung, Luca Benini, Paolo Meloni. tbcas, 19(1):142-152, February 2025. [doi]

Quadrilatero: A RISC-V programmable matrix coprocessor for low-power edge applicationsDanilo Cammarata, Matteo Perotti, Marco Bertuletti, Angelo Garofalo, Pasquale Davide Schiavone, David Atienza, Luca Benini. cf 2025: 66-69 [doi]

NanoHydra: Energy-Efficient Time-Series Classification at the EdgeCristian Cioflan, José Fonseca, Xiaying Wang, Luca Benini. ijcnn 2025: 1-7 [doi]

Taming Offload Overheads in a Massively Parallel Open-Source RISC-V MPSoC: Analysis and OptimizationLuca Colagrande, Luca Benini. tpds, 36(6):1193-1205, June 2025. [doi]

Late Breaking Results: A RISC-V ISA Extension for Chaining in Scalar ProcessorsLuca Colagrande, Jayanth Jonnalagadda, Luca Benini. date 2025: 1-2 [doi]

Towards Zero-Stall Matrix Multiplication on Energy-Efficient RISC-V Clusters for Machine Learning AccelerationLuca Colagrande, Lorenzo Leone, Maximilian Coco, Andrei Deaconeasa, Luca Benini. islped 2025: 1-7 [doi]

A Multicast-Capable AXI Crossbar for Many-core Machine Learning AcceleratorsLuca Colagrande, Luca Benini. aicas 2025: 1-5 [doi]

Dual-Issue Execution of Mixed Integer and Floating-Point Workloads on Energy-Efficient In-Order RISC-V CoresLuca Colagrande, Luca Benini. dac 2025: 1-7 [doi]

Bandwidth-Latency-Thermal Co-Optimization of Interconnect-Dominated Many-Core 3D-ICSudipta Das, Samuel Riedel, Mohamed Naeim, Moritz Brunion, Marco Bertuletti, Luca Benini, Julien Ryckaert, James Myers, Dwaipayan Biswas, Dragomir Milojevic. tvlsi, 33(2):346-357, February 2025. [doi]

GAPses: Versatile Smart Glasses for Comfortable and Fully-Dry Acquisition and Parallel Ultra-Low-Power Processing of EEG and EOGSebastian Frey, Mattia Alberto Lucchini, Victor Javier Kartsch Morinigo, Thorir Mar Ingolfsson, Andrea Helga Bernardi, Michael Segessenmann, Jakub Osieleniec, Simone Benatti, Luca Benini, Andrea Cossettini. tbcas, 19(3):616-628, June 2025. [doi]

Ramping Up Open-Source RISC-V Cores: Assessing the Energy Efficiency of Superscalar, Out-of-Order ExecutionZexin Fu, Riccardo Tedeschi, Gianmarco Ottavi, Nils Wistoff, César Fuguet, Davide Rossi, Luca Benini. cf 2025: 12-20 [doi]

Leveraging RISC-V for HW/SW Codesign of Flexible and Efficient TinyML SoCsAngelo Garofalo, Luca Benini. dt, 42(5):8-26, October 2025. [doi]

HMR-NEureka: Hybrid Modular Redundancy DNN Acceleration in Heterogeneous RISC-V SoCsLuigi Ghionda, Riccardo Tedeschi, Yvan Tortorella, Arpan Suravi Prasad, Davide Rossi, Luca Benini, Francesco Conti 0001. isvlsi 2025: 1-6 [doi]

PuLsE: Accurate and Robust Ultrasound-Based Continuous Heart-Rate Monitoring on a Wrist-Worn IoT DeviceMarco Giordano, Christoph Leitner, Christian Vogt 0002, Luca Benini, Michele Magno. iotj, 12(18):36908-36925, September 2025. [doi]

Sub-Millisecond Event-Based Eye Tracking on a Resource-Constrained MicrocontrollerMarco Giordano, Pietro Bonazzi, Luca Benini, Michele Magno. iwasi 2025: 1-6 [doi]

MATCH: Model-Aware TVM-Based Compilation for Heterogeneous Edge DevicesMohamed Amine Hamdi, Francesco Daghero, Giuseppe Maria Sarda, Josse Van Delm, Arne Symons, Luca Benini, Marian Verhelst, Daniele Jahier Pagliari, Alessio Burrello. tcad, 44(10):3844-3857, October 2025. [doi]

EdgeCodec: Onboard Lightweight High Fidelity Neural Compressor with Residual Vector QuantizationBenjamin Hodo, Tommaso Polonelli, Amirhossein Moallemi, Luca Benini, Michele Magno. iwasi 2025: 1-6 [doi]

RapidChiplet: A Toolchain for Rapid Design Space Exploration of Inter-Chiplet InterconnectsPatrick Iff, Benigna Bruggmann, Blaise Morel, Maciej Besta, Luca Benini, Torsten Hoefler. cf 2025: 168-171 [doi]

A Wearable Ultra-Low-Power System for EEG-Based Speech-Imagery InterfacesThorir Mar Ingolfsson, Victor Javier Kartsch, Luca Benini, Andrea Cossettini. tbcas, 19(4):743-755, August 2025. [doi]

MXDOTP: A RISC-V ISA Extension for Enabling Microscaling (MX) Floating-Point Dot ProductsGamze Islamoglu, Luca Bertaccini, Arpan Suravi Prasad, Francesco Conti 0001, Angelo Garofalo, Luca Benini. asap 2025: 81-84 [doi]

PerfDojo: Automated ML Library Generation for Heterogeneous ArchitecturesAndrei Ivanov, Siyuan Shen, Gioele Gottardo, Marcin Chrapek, Afif Boudaoud, Timo Schneider, Luca Benini, Torsten Hoefler. sc 2025: 137-151 [doi]

Optimizing the Deployment of Tiny Transformers on Low-Power MCUsVictor Jean-Baptiste Jung, Alessio Burrello, Moritz Scherer 0001, Francesco Conti 0001, Luca Benini. TC, 74(2):526-541, February 2025. [doi]

Evaluating IOMMU-Based Shared Virtual Addressing for RISC-V Embedded Heterogeneous SoCsCyril Koenig, Enrico Zelioli, Luca Benini. date 2025: 1-7 [doi]

Improving Chip Design Enablement for Universities in Europe - A Position PaperLukas Krupp, Ian O'Connor, Luca Benini, Christoph Studer, Joachim Rodrigues, Norbert Wehn. date 2025: 1-7 [doi]

Efficient and Accurate Downfacing Visual-Inertial OdometryJonas Kühne, Christian Vogt 0002, Michele Magno, Luca Benini. iotj, 12(22):48376-48387, nov15 2025. [doi]

Towards Reliable Systems: A Scalable Approach to AXI4 Transaction MonitoringChaoqun Liang, Thomas Benz, Alessandro Ottaviano, Angelo Garofalo, Luca Benini, Davide Rossi. date 2025: 1-7 [doi]

A Multi-level Compiler Backend for Accelerated Micro-kernels Targeting RISC-V ISA ExtensionsAlexandre Lopoukhine, Federico Ficarelli, Christos Vasiladiotis, Anton Lydike, Josse Van Delm, Alban Dutilleul, Luca Benini, Marian Verhelst, Tobias Grosser. CGO 2025: 163-178 [doi]

Analysis of Model Parallelism for AI Applications on a 64-core RV64 Server CPUGiulio Malenza, Adriano Marques Garcia, Robert Birke, Luca Benini, Marco Aldinucci. ijpp, 53(4):27, August 2025. [doi]

SpikeStream: Accelerating Spiking Neural Network Inference on RISC-V Clusters with Sparse Computation ExtensionsSimone Manoni, Paul Scheffler, Luca Zanatta, Andrea Acquaviva, Luca Benini, Andrea Bartolini. date 2025: 1-7 [doi]

Data-driven power modeling and monitoring via hardware performance counter trackingSergio Mazzola, Gabriele Ara, Thomas Benz, Björn Forsberg, Tommaso Cucinotta, Luca Benini. jsa, 167:103504, 2025. [doi]

An Ultra-Low Power Wearable BMI System With Continual Learning CapabilitiesLan Mei, Thorir Mar Ingolfsson, Cristian Cioflan, Victor Javier Kartsch Morinigo, Andrea Cossettini, Xiaying Wang, Luca Benini. tbcas, 19(3):511-522, June 2025. [doi]

Unobtrusive Multimodal Driver Stress Detection from ECG and PPG Using TCNsMassimo Micolitti, Pierangelo Maria Rapa, Davide Cassanelli, Luca Benini, Simone Benatti. metroauto 2025: 85-90 [doi]

Enabling Real-Time Streaming Temporal Convolution Network Inference on Ultra-Low-Power MicrocontrollersSeyed Ahmad Mirsalari, Marco Fariselli, Léo Bijar, Francesco Paci, Luca Benini, Giuseppe Tagliavini. isvlsi 2025: 1-6 [doi]

A Small Flying IoT Node for Real-Time Spectral Monitoring in Smart AgricultureTobias Mächler, Hanna Müller, Philip Wiese, Michele Magno, Victor Javier Kartsch, Luca Benini. sas2 2025: 1-6 [doi]

Ultra-Lightweight Collaborative SLAM for Robot SwarmsVlad Niculescu, Tommaso Polonelli, Michele Magno, Luca Benini. access, 13:98278-98295, 2025. [doi]

Semantic and Sequential Alignment for Referring Video Object SegmentationFeiyu Pan, Hao Fang 0010, Fangkai Li, Yanyu Xu, Yawei Li 0001, Luca Benini, Xiankai Lu. cvpr 2025: 19067-19076 [doi]

Multi-Mode Borderguard Controllers for Efficient On-Chip Communication in Heterogeneous Digital/Analog Neural Processing UnitsHong Pang, Carmine Cappetta, Riccardo Massa, Athanasios Vasilopoulos, Elena Ferro, Gamze Islamoglu, Angelo Garofalo, Francesco Conti 0001, Luca Benini, Irem Boybat, Thomas Boesch. date 2025: 1-7 [doi]

Spatz: Clustering Compact RISC-V-Based Vector Units to Maximize Computing EfficiencyMatteo Perotti, Samuel Riedel, Matheus A. Cavalcante, Luca Benini. tcad, 44(7):2488-2502, July 2025. [doi]

AraOS: Analyzing the Impact of Virtual Memory Management on Vector Unit PerformanceMatteo Perotti, Vincenzo Maisto, Moritz Imfeld, Nils Wistoff, Alessandro Cilardo, Luca Benini. cf 2025: 50-53 [doi]

PACE-Lite: Compact and Efficient Piecewise Polynomial Approximation for Transformer Nonlinearity AccelerationArpan Suravi Prasad, Gamze Islamoglu, Luca Bertaccini, Davide Rossi 0001, Francesco Conti 0001, Luca Benini. iccd 2025: 111-118 [doi]

PACE: An Optimal Piecewise Polynomial Approximation Unit for Flexible and Efficient Transformer Non-linearity AccelerationArpan Suravi Prasad, Gamze Islamoglu, Luca Bertaccini, Davide Rossi, Francesco Conti 0001, Luca Benini. isvlsi 2025: 1-6 [doi]

TROOP: At-the-Roofline Performance for Vector Processors on Low Operational Intensity WorkloadsNavaneeth Kunhi Purayil, Diyou Shen, Matteo Perotti, Luca Benini. iccd 2025: 594-601 [doi]

AraXL: A Physically Scalable, Ultra-Wide RISC-V Vector Processor Design for Fast and Efficient Computation on Long VectorsNavaneeth Kunhi Purayil, Matteo Perotti, Tim Fischer 0001, Luca Benini. date 2025: 1-7 [doi]

CVA6-VMRT: A Modular Approach Towards Time-Predictable Virtual Memory in a 64-bit Application Class RISC-V ProcessorChristopher Reinwardt, Robert Balas, Alessandro Ottaviano, Angelo Garofalo, Luca Benini. cf 2025: 116-123 [doi]

Optimizing Scalable Multi-Cluster Architectures for Next-Generation Wireless Sensing and CommunicationSamuel Riedel, Yichao Zhang 0003, Marco Bertuletti, Luca Benini. iwasi 2025: 1-6 [doi]

POSTER: V-Seek: Optimizing LLM Reasoning on A Server-Class General-Purpose RISC-V PlatformJavier Jesus Poveda Rodrigo, Mohamed Amine Hamdi, Cyril Koenig, Alessio Burrello, Daniele Jahier Pagliari, Luca Benini. cf 2025: 224-225 [doi]

Hybrid Modular Redundancy: Exploring Modular Redundancy Approaches in RISC-V Multi-core Computing Clusters for Reliable Processing in SpaceMichael Rogenmoser, Yvan Tortorella, Davide Rossi, Francesco Conti 0001, Luca Benini. tcps, 9(1), January 2025. [doi]

Nano VS: a Neural Perception Layer for Fully Onboard Visual Semantic Mapping on Tiny RobotsThomas Rüegg, Marco Giordano, Tommaso Polonelli, Luca Benini, Michele Magno. ijcnn 2025: 1-10 [doi]

Basilisk: A 34mm² End-to-End Open-Source 64-bit Linux-Capable RISC-V SoC in 130nm BiCMOS : Integrated Systems Laboratory (ETH Zürich)Philippe Sauter, Thomas Benz, Paul Scheffler, Martin Poviser, Frank K. Gürkaynak, Luca Benini. hotchips 2025: 1-14 [doi]

Occamy: A 432-Core Dual-Chiplet Dual-HBM2E 768-DP-GFLOP/s RISC-V System for 8-to-64-bit Dense and Sparse Computing in 12-nm FinFETPaul Scheffler, Thomas Benz, Viviane Potocnik, Tim Fischer 0001, Luca Colagrande, Nils Wistoff, Yichao Zhang, Luca Bertaccini, Gianmarco Ottavi, Manuel Eggimann, Matheus A. Cavalcante, Gianna Paulin, Frank K. Gürkaynak, Davide Rossi, Luca Benini. jssc, 60(4):1324-1338, April 2025. [doi]

BodySense: An Expandable and Wearable-Sized Wireless Evaluation Platform for Human Body CommunicationLukas Schulthess, Philipp Mayer, Christian Vogt 0002, Luca Benini, Michele Magno. i2mtc 2025: 1-6 [doi]

Stella Nera: A Differentiable Maddness-Based Hardware Accelerator for Efficient Approximate Matrix MultiplicationJannis Schönleber, Lukas Cavigelli, Matteo Perotti, Luca Benini, Renzo Andri. isvlsi 2025: 1-6 [doi]

TCDM Burst Access: Breaking the Bandwidth Barrier in Shared-L1 RVV Clusters Beyond 1000 FPUsDiyou Shen, Yichao Zhang, Marco Bertuletti, Luca Benini. date 2025: 1-7 [doi]

Multi-Partner Project: Architectures and Design Methodologies to Accelerate AI Workloads. The ICSC Flagship 2 ProjectCristina Silvano, Fabrizio Ferrandi, Serena Curzel, Daniele Ielmini, Stefania Perri, Fanny Spagnolo, Pasquale Corsonello, Sebastiano Fabio Schifano, Cristian Zambelli, Angelo Garofalo, Francesco Conti 0001, Luca Benini. date 2025: 1-7 [doi]

Maestro: A 302 GFLOPS/W and 19.8GFLOPS RISC-V Vector-Tensor Architecture for Wearable Ultrasound Edge ComputingMattia Sinigaglia, Amirhossein Kiamarzi, Marco Bertuletti, Luigi Ghionda, Mattia Orlandi, Riccardo Tedeschi, Aurora Di Giampietro, Yvan Tortorella, Luca Bertaccini, Simone Benatti, Giuseppe Tagliavini, Luca Benini, Francesco Conti 0001, Davide Rossi 0001. tcasI, 72(11):6665-6678, November 2025. [doi]

Tracking of Wrist and Hand Kinematics With Ultra Low Power Wearable A-Mode UltrasoundGiusy Spacone, Sergei Vostrikov, Victor Javier Kartsch Morinigo, Simone Benatti, Luca Benini, Andrea Cossettini. tbcas, 19(3):536-548, June 2025. [doi]

Monte Cimone v2: HPC RISC-V Cluster Evaluation and OptimizationEmanuele Venieri, Simone Manoni, Gabriele Ceccolini, Giacomo Madella, Federico Ficarelli, Daniele Gregori, Andrea Acquaviva, Luca Benini, Andrea Bartolini. supercomputer 2026: 576-585 [doi]

How to Keep Pushing ML Accelerator Performance? Know Your Rooflines!Marian Verhelst, Luca Benini, Naveen Verma. jssc, 60(6):1888-1905, June 2025. [doi]

VEXP: A Low-Cost RISC-V ISA Extension for Accelerated Softmax Computation in TransformersRun Wang, Gamze Islamoglu, Andrea Belano, Viviane Potocnik, Francesco Conti 0001, Angelo Garofalo, Luca Benini. arith 2025: 37-44 [doi]

A Dynamic Allocation Scheme for Adaptive Shared-Memory Mapping on Kilo-Core RV Clusters for Attention-Based Model DeploymentBowen Wang, Marco Bertuletti, Yichao Zhang 0003, Victor J. B. Jung, Luca Benini. asap 2025: 9-16 [doi]

Toward Attention-Based TinyML: A Heterogeneous Accelerated Architecture and Automated Deployment FlowPhilip Wiese, Gamze Islamoglu, Moritz Scherer 0001, Luka Macan, Victor Jean-Baptiste Jung, Alessio Burrello, Francesco Conti 0001, Luca Benini. dt, 42(5):63-72, October 2025. [doi]

A Multi-Modal IoT Node for Energy-Efficient Environmental Monitoring with Edge AI ProcessingPhilip Wiese, Victor Javier Kartsch, Marco Guermandi, Luca Benini. coins 2025: 1-7 [doi]

RedMulE-FT: A Reconfigurable Fault-Tolerant Matrix Multiplication EnginePhilip Wiese, Maurus Item, Luca Bertaccini, Yvan Tortorella, Angelo Garofalo, Luca Benini. cf 2025: 78-81 [doi]

FlatAttention: Dataflow and Fabric Collectives Co-Optimization for Efficient Multi-Head Attention on Tile-Based Many-PE AcceleratorsChi Zhang, Luca Colagrande, Renzo Andri, Thomas Benz, Gamze Islamoglu, Alessandro Nadalini, Francesco Conti 0001, Yawei Li 0001, Luca Benini. isvlsi 2025: 1-6 [doi]

When SAM2 meets video camouflaged object segmentation: a comprehensive evaluation and adaptationYuli Zhou, Guolei Sun, Yawei Li 0001, Guo-Sen Xie, Luca Benini, Ender Konukoglu. visintelligence, 3(1), 2025. [doi]

2024

Deeploy: Enabling Energy-Efficient Deployment of Small Language Models on Heterogeneous MicrocontrollersMoritz Scherer 0001, Luka Macan, Victor J. B. Jung, Philip Wiese, Luca Bompani, Alessio Burrello, Francesco Conti 0001, Luca Benini. tcad, 43(11):4009-4020, November 2024. [doi]

CV32RT: Enabling Fast Interrupt and Context Switching for RISC-V MicrocontrollersRobert Balas, Alessandro Ottaviano, Luca Benini. tvlsi, 32(6):1032-1044, June 2024. [doi]

MiniFloats on RISC-V Cores: ISA Extensions With Mixed-Precision Short Dot ProductsLuca Bertaccini, Gianna Paulin, Matheus A. Cavalcante, Tim Fischer 0001, Stefan Mach, Luca Benini. tetc, 12(4):1040-1055, October - December 2024. [doi]

Reducing False Alarms in Wearable Seizure Detection With EEGformer: A Compact Transformer Model for MCUsPaola Busia, Andrea Cossettini, Thorir Mar Ingolfsson, Simone Benatti, Alessio Burrello, Victor J. B. Jung, Moritz Scherer, Matteo Antonio Scrugli, Adriano Bernini, Pauline Ducouret, Philippe Ryvlin, Paolo Meloni, Luca Benini. tbcas, 18(3):608-621, June 2024. [doi]

Fully Onboard SLAM for Distributed Mapping With a Swarm of Nano-DronesCarl Friess, Vlad Niculescu, Tommaso Polonelli, Michele Magno, Luca Benini. iotj, 11(20):32363-32380, October 2024. [doi]

BrainFuseNet: Enhancing Wearable Seizure Detection Through EEG-PPG-Accelerometer Sensor Fusion and Efficient Edge DeploymentThorir Mar Ingolfsson, Xiaying Wang, Upasana Chakraborty, Simone Benatti, Adriano Bernini, Pauline Ducouret, Philippe Ryvlin, Sándor Beniczky, Luca Benini, Andrea Cossettini. tbcas, 18(4):720-733, August 2024. [doi]

Stargate: Multimodal Sensor Fusion for Autonomous Navigation on Miniaturized UAVsKonstantin Kalenberg, Hanna Müller, Tommaso Polonelli, Alberto Schiaffino, Vlad Niculescu, Cristian Cioflan, Michele Magno, Luca Benini. iotj, 11(12):21372-21390, June 2024. [doi]

Distilling Tiny and Ultrafast Deep Neural Networks for Autonomous Navigation on Nano-UAVsLorenzo Lamberti, Lorenzo Bellone, Luka Macan, Enrico Natalizio, Francesco Conti 0001, Daniele Palossi, Luca Benini. iotj, 11(20):33269-33281, October 2024. [doi]

Flexible and Fully Quantized Lightweight TinyissimoYOLO for Ultra-Low-Power Edge SystemsJulian Moosmann, Hanna Müller, Nicky Zimmerman, Georg Rutishauser, Luca Benini, Michele Magno. access, 12:75093-75107, 2024. [doi]

NanoSLAM: Enabling Fully Onboard SLAM for Tiny RobotsVlad Niculescu, Tommaso Polonelli, Michele Magno, Luca Benini. iotj, 11(8):13584-13607, April 2024. [doi]

Real-Time Motor Unit Tracking From sEMG Signals With Adaptive ICA on a Parallel Ultra-Low Power ProcessorMattia Orlandi, Pierangelo Maria Rapa, Marcello Zanghieri, Sebastian Frey, Victor Javier Kartsch, Luca Benini, Simone Benatti. tbcas, 18(4):771-782, August 2024. [doi]

Ara2: Exploring Single- and Multi-Core Vector Processing With an Efficient RVV 1.0 Compliant Open-Source ProcessorMatteo Perotti, Matheus A. Cavalcante, Renzo Andri, Lukas Cavigelli, Luca Benini. TC, 73(7):1822-1836, July 2024. [doi]

Optimizing Foundation Model Inference on a Many-Tiny-Core Open-Source RISC-V PlatformViviane Potocnik, Luca Colagrande, Tim Fischer 0001, Luca Bertaccini, Daniele Jahier Pagliari, Alessio Burrello, Luca Benini. tcasai, 1(1):37-52, September 2024. [doi]

Siracusa: A 16 nm Heterogenous RISC-V SoC for Extended Reality With At-MRAM Neural EngineArpan Suravi Prasad, Moritz Scherer, Francesco Conti 0001, Davide Rossi, Alfio Di Mauro, Manuel Eggimann, Jorge Tomás Gómez, Ziyun Li, Syed Shakib Sarwar, Zhao Wang, Barbara De Salvo, Luca Benini. jssc, 59(7):2055-2069, July 2024. [doi]

TOP: Towards Open & Predictable Heterogeneous SoCsLuca Valente, Francesco Restuccia 0002, Davide Rossi, Ryan Kastner, Luca Benini. TC, 73(12):2678-2692, December 2024. [doi]

A Muscle Pennation Angle Estimation Framework From Raw Ultrasound Data for Wearable Biomedical InstrumentationSergei Vostrikov, Thorir Mar Ingolfsson, Soley Hafthorsdottir, Christoph Leitner, Michele Magno, Luca Benini, Andrea Cossettini. tim, 73:1-12, 2024. [doi]

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