Elevating Datacenter Resilience with ThermADNet: A Thermal Anomaly Detection System - Mohsen Seyedkazemi Ardebili; Andrea Acquaviva; Luca Benini; Andrea Bartolini (Future Gener. Comput. Syst., 2026)

Multimodal On-Device Learning for Monocular Depth Estimation on Ultralow-Power MCUs - Davide Nadalini; Manuele Rusci; Elia Cereda; Luca Benini; Francesco Conti; Daniele Palossi (IEEE Internet Things J., 2026)

Efficient On-Device Domain Learning for Keyword Spotting on Ultra-Low-Power Platforms - Cristian Cioflan; Lukas Cavigelli; Manuele Rusci; Miguel de Prado; Luca Benini (IEEE Internet Things J., 2026)

Richie: A Framework for Agile Design and Exploration of RISC-V-Based Accelerator-Rich Heterogeneous SoCs - Gianluca Bellocchi; Alessandro Capotondi; Luca Benini; Andrea Marongiu (IEEE Trans. Parallel Distributed Syst., 2026)

Late Breaking Results: Boosting Efficient Dual-Issue Execution on Lightweight RISC-V Cores - Luca Colagrande; Luca Benini (CoRR, 2026)

Validation of a Software-Defined 100-Gb/s RDMA Streaming Architecture for Ultrafast Optoacoustic and Ultrasound Imaging - Federico Villani; Christian Vogt; Luca Specht; Jero Schmid; Xiang Liu; Andrea Cossettini; Daniel Razansky; Luca Benini (CoRR, 2026)

Gated Relational Alignment via Confidence-based Distillation for Efficient VLMs - Yanlong Chen; Amirhossein Habibian; Luca Benini; Yawei Li (CoRR, 2026)

Revisiting Adaptive Rounding with Vectorized Reparameterization for LLM Quantization - Yuli Zhou; Qingxuan Chen; Luca Benini; Guolei Sun; Yawei Li (CoRR, 2026)

LEVIO: Lightweight Embedded Visual Inertial Odometry for Resource-Constrained Devices - Jonas Kühne; Christian Vogt; Michele Magno; Luca Benini (CoRR, 2026)

Ultra-Lightweight Collaborative SLAM for Robot Swarms - Vlad Niculescu; Tommaso Polonelli; Michele Magno; Luca Benini (IEEE Access, 2025)

A Survey on Deep Learning Hardware Accelerators for Heterogeneous HPC Platforms - Cristina Silvano; Daniele Ielmini; Fabrizio Ferrandi; Leandro Fiorin; Serena Curzel; Luca Benini; Francesco Conti; Angelo Garofalo; Cristian Zambelli; Enrico Calore; Sebastiano Fabio Schifano; Maurizio Palesi; et al. (ACM Comput. Surv., 2025)

Leveraging RISC-V for HW/SW Codesign of Flexible and Efficient TinyML SoCs - Angelo Garofalo; Luca Benini (IEEE Des. Test, 2025)

Toward Attention-Based TinyML: A Heterogeneous Accelerated Architecture and Automated Deployment Flow - Philip Wiese; Gamze Islamoglu; Moritz Scherer; Luka Macan; Victor Jean-Baptiste Jung; Alessio Burrello; Francesco Conti; Luca Benini (IEEE Des. Test, 2025)

A Flexible Template for Edge Generative AI With High-Accuracy Accelerated Softmax and GELU - Andrea Belano; Yvan Tortorella; Angelo Garofalo; Luca Benini; Davide Rossi; Francesco Conti (IEEE J. Emerg. Sel. Topics Circuits Syst., 2025)

Analysis of Model Parallelism for AI Applications on a 64-core RV64 Server CPU - Giulio Malenza; Adriano Marques Garcia; Robert Birke; Luca Benini; Marco Aldinucci (Int. J. Parallel Program., 2025)

PuLsE: Accurate and Robust Ultrasound-Based Continuous Heart-Rate Monitoring on a Wrist-Worn IoT Device - Marco Giordano; Christoph Leitner; Christian Vogt; Luca Benini; Michele Magno (IEEE Internet Things J., 2025)

Efficient and Accurate Downfacing Visual-Inertial Odometry - Jonas Kühne; Christian Vogt; Michele Magno; Luca Benini (IEEE Internet Things J., 2025)

Data-driven power modeling and monitoring via hardware performance counter tracking - Sergio Mazzola; Gabriele Ara; Thomas Benz; Björn Forsberg; Tommaso Cucinotta; Luca Benini (J. Syst. Archit., 2025)

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 FinFET - Paul Scheffler; Thomas Benz; Viviane Potocnik; Tim Fischer; Luca Colagrande; Nils Wistoff; Yichao Zhang; Luca Bertaccini; Gianmarco Ottavi; Manuel Eggimann; Matheus A. Cavalcante; Gianna Paulin; et al. (IEEE J. Solid State Circuits, 2025)

How to Keep Pushing ML Accelerator Performance? Know Your Rooflines! - Marian Verhelst; Luca Benini; Naveen Verma (IEEE J. Solid State Circuits, 2025)

EMG Acquisition and Processing for Hand Movement Decoding on Embedded Systems: State of the Art and Challenges - Simone Benatti; Elisa Donati; Ali Moin; Marcello Zanghieri; Mattia Orlandi; Alessio Burrello; Fiorenzo Artoni; Silvestro Micera; Luca Benini; Jan M. Rabaey (Proc. IEEE, 2025)

A Tiny Transformer for Low-Power Arrhythmia Classification on Microcontrollers - Paola Busia; Matteo Antonio Scrugli; Victor Jean-Baptiste Jung; Luca Benini; Paolo Meloni (IEEE Trans. Biomed. Circuits Syst., 2025)

An Ultra-Low Power Wearable BMI System With Continual Learning Capabilities - Lan Mei; Thorir Mar Ingolfsson; Cristian Cioflan; Victor Javier Kartsch Morinigo; Andrea Cossettini; Xiaying Wang; Luca Benini (IEEE Trans. Biomed. Circuits Syst., 2025)

Tracking of Wrist and Hand Kinematics With Ultra Low Power Wearable A-Mode Ultrasound - Giusy Spacone; Sergei Vostrikov; Victor Javier Kartsch Morinigo; Simone Benatti; Luca Benini; Andrea Cossettini (IEEE Trans. Biomed. Circuits Syst., 2025)

GAPses: Versatile Smart Glasses for Comfortable and Fully-Dry Acquisition and Parallel Ultra-Low-Power Processing of EEG and EOG - Sebastian Frey; Mattia Alberto Lucchini; Victor Javier Kartsch Morinigo; Thorir Mar Ingolfsson; Andrea Helga Bernardi; Michael Segessenmann; Jakub Osieleniec; Simone Benatti; Luca Benini; Andrea Cossettini (IEEE Trans. Biomed. Circuits Syst., 2025)

A Wearable Ultra-Low-Power System for EEG-Based Speech-Imagery Interfaces - Thorir Mar Ingolfsson; Victor Javier Kartsch; Luca Benini; Andrea Cossettini (IEEE Trans. Biomed. Circuits Syst., 2025)

Optimizing the Deployment of Tiny Transformers on Low-Power MCUs - Victor Jean-Baptiste Jung; Alessio Burrello; Moritz Scherer; Francesco Conti; Luca Benini (IEEE Trans. Computers, 2025)

AXI-REALM: Safe, Modular and Lightweight Traffic Monitoring and Regulation for Heterogeneous Mixed-Criticality Systems - Thomas Benz; Alessandro Ottaviano; Chaoqun Liang; Robert Balas; Angelo Garofalo; Francesco Restuccia; Alessandro Biondi; Davide Rossi; Luca Benini (IEEE Trans. Computers, 2025)

TeraPool: A Physical Design Aware, 1024 RISC-V Cores Shared-L1-Memory Scaled-Up Cluster Design With High Bandwidth Main Memory Link - Yichao Zhang; Marco Bertuletti; Chi Zhang; Samuel Riedel; Diyou Shen; Bowen Wang; Alessandro Vanelli-Coralli; Luca Benini (IEEE Trans. Computers, 2025)

Spatz: Clustering Compact RISC-V-Based Vector Units to Maximize Computing Efficiency - Matteo Perotti; Samuel Riedel; Matheus A. Cavalcante; Luca Benini (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2025)

MATCH: Model-Aware TVM-Based Compilation for Heterogeneous Edge Devices - Mohamed Amine Hamdi; Francesco Daghero; Giuseppe Maria Sarda; Josse Van Delm; Arne Symons; Luca Benini; Marian Verhelst; Daniele Jahier Pagliari; Alessio Burrello (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2025)

Maestro: A 302 GFLOPS/W and 19.8GFLOPS RISC-V Vector-Tensor Architecture for Wearable Ultrasound Edge Computing - Mattia Sinigaglia; Amirhossein Kiamarzi; Marco Bertuletti; Luigi Ghionda; Mattia Orlandi; Riccardo Tedeschi; Aurora Di Giampietro; Yvan Tortorella; Luca Bertaccini; Simone Benatti; Giuseppe Tagliavini; Luca Benini; et al. (IEEE Trans. Circuits Syst. I Regul. Pap., 2025)

A Reliable, Time-Predictable Heterogeneous SoC for AI-Enhanced Mixed-Criticality Edge Applications - Angelo Garofalo; Alessandro Ottaviano; Matteo Perotti; Thomas Benz; Yvan Tortorella; Robert Balas; Michael Rogenmoser; Chi Zhang; Luca Bertaccini; Nils Wistoff; Maicol Ciani; Cyril Koenig; et al. (IEEE Trans. Circuits Syst. II Express Briefs, 2025)

Hybrid Modular Redundancy: Exploring Modular Redundancy Approaches in RISC-V Multi-core Computing Clusters for Reliable Processing in Space - Michael Rogenmoser; Yvan Tortorella; Davide Rossi; Francesco Conti; Luca Benini (ACM Trans. Cyber Phys. Syst., 2025)

Taming Offload Overheads in a Massively Parallel Open-Source RISC-V MPSoC: Analysis and Optimization - Luca Colagrande; Luca Benini (IEEE Trans. Parallel Distributed Syst., 2025)

Foundation Models for Structural Health Monitoring - Luca Benfenati; Daniele Jahier Pagliari; Luca Zanatta; Yhorman Alexander Bedoya Velez; Andrea Acquaviva; Massimo Poncino; Enrico Macii; Luca Benini; Alessio Burrello (IEEE Trans. Sustain. Comput., 2025)

Bandwidth-Latency-Thermal Co-Optimization of Interconnect-Dominated Many-Core 3D-IC - Sudipta Das; Samuel Riedel; Mohamed Naeim; Moritz Brunion; Marco Bertuletti; Luca Benini; Julien Ryckaert; James Myers; Dwaipayan Biswas; Dragomir Milojevic (IEEE Trans. Very Large Scale Integr. Syst., 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 Support - Tim Fischer; Michael Rogenmoser; Thomas Benz; Frank K. Gürkaynak; Luca Benini (IEEE Trans. Very Large Scale Integr. Syst., 2025)

A 66-Gb/s/5.5-W RISC-V Many-Core Cluster for 5G+ Software-Defined Radio Uplinks - Marco Bertuletti; Yichao Zhang; Alessandro Vanelli-Coralli; Luca Benini (IEEE Trans. Very Large Scale Integr. Syst., 2025)

When SAM2 meets video camouflaged object segmentation: a comprehensive evaluation and adaptation - Yuli Zhou; Guolei Sun; Yawei Li; Guo-Sen Xie; Luca Benini; Ender Konukoglu (Vis. Intell., 2025)

EnhancePPG: Improving PPG-based Heart Rate Estimation with Self-Supervision and Augmentation - Luca Benfenati; Sofia Belloni; Alessio Burrello; Panagiotis Kasnesis; Xiaying Wang; Luca Benini; Massimo Poncino; Enrico Macii; Daniele Jahier Pagliari (7th IEEE International Conference on Artificial Intelligence Circuits and Systems, AICAS 2025, Bordeaux, France, April 28-30, 2025, 2025)

A Multicast-Capable AXI Crossbar for Many-core Machine Learning Accelerators - Luca Colagrande; Luca Benini (7th IEEE International Conference on Artificial Intelligence Circuits and Systems, AICAS 2025, Bordeaux, France, April 28-30, 2025, 2025)

VEXP: A Low-Cost RISC-V ISA Extension for Accelerated Softmax Computation in Transformers - Run Wang; Gamze Islamoglu; Andrea Belano; Viviane Potocnik; Francesco Conti; Angelo Garofalo; Luca Benini (IEEE 32nd Symposium on Computer Arithmetic, ARITH 2025, El Paso, TX, USA, May 4-7, 2025, 2025)

A Dynamic Allocation Scheme for Adaptive Shared-Memory Mapping on Kilo-Core RV Clusters for Attention-Based Model Deployment - Bowen Wang; Marco Bertuletti; Yichao Zhang; Victor J. B. Jung; Luca Benini (36th IEEE International Conference on Application-specific Systems, Architectures and Processors, ASAP 2025, Vancouver, BC, Canada, July 28-30, 2025, 2025)

MXDOTP: A RISC-V ISA Extension for Enabling Microscaling (MX) Floating-Point Dot Products - Gamze Islamoglu; Luca Bertaccini; Arpan Suravi Prasad; Francesco Conti; Angelo Garofalo; Luca Benini (36th IEEE International Conference on Application-specific Systems, Architectures and Processors, ASAP 2025, Vancouver, BC, Canada, July 28-30, 2025, 2025)

Ramping Up Open-Source RISC-V Cores: Assessing the Energy Efficiency of Superscalar, Out-of-Order Execution - Zexin Fu; Riccardo Tedeschi; Gianmarco Ottavi; Nils Wistoff; César Fuguet; Davide Rossi; Luca Benini (Proceedings of the 22nd ACM International Conference on Computing Frontiers, CF 2025, Cagliari, Italy, May 28-30, 2025, 2025)

AraOS: Analyzing the Impact of Virtual Memory Management on Vector Unit Performance - Matteo Perotti; Vincenzo Maisto; Moritz Imfeld; Nils Wistoff; Alessandro Cilardo; Luca Benini (Proceedings of the 22nd ACM International Conference on Computing Frontiers: Workshops and Special Sessions, CF 2025, Cagliari, Italy, May 28-30, 2025, 2025)

Enabling Fast System-Level Integration and Prototyping of Accelerator-Rich Platforms - Gianluca Bellocchi; Alessandro Capotondi; Luca Benini; Andrea Marongiu (Proceedings of the 22nd ACM International Conference on Computing Frontiers: Workshops and Special Sessions, CF 2025, Cagliari, Italy, May 28-30, 2025, 2025)

Quadrilatero: A RISC-V programmable matrix coprocessor for low-power edge applications - Danilo Cammarata; Matteo Perotti; Marco Bertuletti; Angelo Garofalo; Pasquale Davide Schiavone; David Atienza; Luca Benini (Proceedings of the 22nd ACM International Conference on Computing Frontiers: Workshops and Special Sessions, CF 2025, Cagliari, Italy, May 28-30, 2025, 2025)

RedMulE-FT: A Reconfigurable Fault-Tolerant Matrix Multiplication Engine - Philip Wiese; Maurus Item; Luca Bertaccini; Yvan Tortorella; Angelo Garofalo; Luca Benini (Proceedings of the 22nd ACM International Conference on Computing Frontiers: Workshops and Special Sessions, CF 2025, Cagliari, Italy, May 28-30, 2025, 2025)

CVA6-VMRT: A Modular Approach Towards Time-Predictable Virtual Memory in a 64-bit Application Class RISC-V Processor - Christopher Reinwardt; Robert Balas; Alessandro Ottaviano; Angelo Garofalo; Luca Benini (Proceedings of the 22nd ACM International Conference on Computing Frontiers, CF 2025, Cagliari, Italy, May 28-30, 2025, 2025)

RapidChiplet: A Toolchain for Rapid Design Space Exploration of Inter-Chiplet Interconnects - Patrick Iff; Benigna Bruggmann; Blaise Morel; Maciej Besta; Luca Benini; Torsten Hoefler (Proceedings of the 22nd ACM International Conference on Computing Frontiers, CF 2025, Cagliari, Italy, May 28-30, 2025, 2025)

POSTER: V-Seek: Optimizing LLM Reasoning on A Server-Class General-Purpose RISC-V Platform - Javier Jesus Poveda Rodrigo; Mohamed Amine Hamdi; Cyril Koenig; Alessio Burrello; Daniele Jahier Pagliari; Luca Benini (Proceedings of the 22nd ACM International Conference on Computing Frontiers, CF 2025, Cagliari, Italy, May 28-30, 2025, 2025)

A Multi-level Compiler Backend for Accelerated Micro-kernels Targeting RISC-V ISA Extensions - Alexandre Lopoukhine; Federico Ficarelli; Christos Vasiladiotis; Anton Lydike; Josse Van Delm; Alban Dutilleul; Luca Benini; Marian Verhelst; Tobias Grosser (Proceedings of the 23rd ACM/IEEE International Symposium on Code Generation and Optimization, CGO 2025, Las Vegas, NV, USA, March 1-5, 2025, 2025)

A Multi-Modal IoT Node for Energy-Efficient Environmental Monitoring with Edge AI Processing - Philip Wiese; Victor Javier Kartsch; Marco Guermandi; Luca Benini (IEEE International Conference on Omni-layer Intelligent Systems, COINS 2025, Madison, WI, USA, August 4-6, 2025, 2025)

Semantic and Sequential Alignment for Referring Video Object Segmentation - Feiyu Pan; Hao Fang; Fangkai Li; Yanyu Xu; Yawei Li; Luca Benini; Xiankai Lu (IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2025, Nashville, TN, USA, June 11-15, 2025, 2025)

Fast End-to-End Simulation and Exploration of Many-RISCV-Core Baseband Transceivers for Software-Defined Radio-Access Networks - Marco Bertuletti; Yichao Zhang; Mahdi Abdollahpour; Samuel Riedel; Alessandro Vanelli-Coralli; Luca Benini (62nd ACM/IEEE Design Automation Conference, DAC 2025, San Francisco, CA, USA, June 22-25, 2025, 2025)

Dual-Issue Execution of Mixed Integer and Floating-Point Workloads on Energy-Efficient In-Order RISC-V Cores - Luca Colagrande; Luca Benini (62nd ACM/IEEE Design Automation Conference, DAC 2025, San Francisco, CA, USA, June 22-25, 2025, 2025)

SoftEx: A Low Power and Flexible Softmax Accelerator with Fast Approximate Exponentiation - Andrea Belano; Yvan Tortorella; Angelo Garofalo; Luca Benini; Davide Rossi; Francesco Conti (Design, Automation & Test in Europe Conference, DATE 2025, Lyon, France, March 31 - April 2, 2025, 2025)

Distributed Inference with Minimal Off-Chip Traffic for Transformers on Low-Power MCUs - Severin Bochem; Victor J. B. Jung; Arpan Suravi Prasad; Francesco Conti; Luca Benini (Design, Automation & Test in Europe Conference, DATE 2025, Lyon, France, March 31 - April 2, 2025, 2025)

Late Breaking Results: A RISC-V ISA Extension for Chaining in Scalar Processors - Luca Colagrande; Jayanth Jonnalagadda; Luca Benini (Design, Automation & Test in Europe Conference, DATE 2025, Lyon, France, March 31 - April 2, 2025, 2025)

Evaluating IOMMU-Based Shared Virtual Addressing for RISC-V Embedded Heterogeneous SoCs - Cyril Koenig; Enrico Zelioli; Luca Benini (Design, Automation & Test in Europe Conference, DATE 2025, Lyon, France, March 31 - April 2, 2025, 2025)

Improving Chip Design Enablement for Universities in Europe - A Position Paper - Lukas Krupp; Ian O'Connor; Luca Benini; Christoph Studer; Joachim Rodrigues; Norbert Wehn (Design, Automation & Test in Europe Conference, DATE 2025, Lyon, France, March 31 - April 2, 2025, 2025)

Towards Reliable Systems: A Scalable Approach to AXI4 Transaction Monitoring - Chaoqun Liang; Thomas Benz; Alessandro Ottaviano; Angelo Garofalo; Luca Benini; Davide Rossi (Design, Automation & Test in Europe Conference, DATE 2025, Lyon, France, March 31 - April 2, 2025, 2025)

SpikeStream: Accelerating Spiking Neural Network Inference on RISC-V Clusters with Sparse Computation Extensions - Simone Manoni; Paul Scheffler; Luca Zanatta; Andrea Acquaviva; Luca Benini; Andrea Bartolini (Design, Automation & Test in Europe Conference, DATE 2025, Lyon, France, March 31 - April 2, 2025, 2025)

Multi-Mode Borderguard Controllers for Efficient On-Chip Communication in Heterogeneous Digital/Analog Neural Processing Units - Hong Pang; Carmine Cappetta; Riccardo Massa; Athanasios Vasilopoulos; Elena Ferro; Gamze Islamoglu; Angelo Garofalo; Francesco Conti; Luca Benini; Irem Boybat; Thomas Boesch (Design, Automation & Test in Europe Conference, DATE 2025, Lyon, France, March 31 - April 2, 2025, 2025)

AraXL: A Physically Scalable, Ultra-Wide RISC-V Vector Processor Design for Fast and Efficient Computation on Long Vectors - Navaneeth Kunhi Purayil; Matteo Perotti; Tim Fischer; Luca Benini (Design, Automation & Test in Europe Conference, DATE 2025, Lyon, France, March 31 - April 2, 2025, 2025)

TCDM Burst Access: Breaking the Bandwidth Barrier in Shared-L1 RVV Clusters Beyond 1000 FPUs - Diyou Shen; Yichao Zhang; Marco Bertuletti; Luca Benini (Design, Automation & Test in Europe Conference, DATE 2025, Lyon, France, March 31 - April 2, 2025, 2025)

Multi-Partner Project: Architectures and Design Methodologies to Accelerate AI Workloads. The ICSC Flagship 2 Project - Cristina Silvano; Fabrizio Ferrandi; Serena Curzel; Daniele Ielmini; Stefania Perri; Fanny Spagnolo; Pasquale Corsonello; Sebastiano Fabio Schifano; Cristian Zambelli; Angelo Garofalo; Francesco Conti; Luca Benini (Design, Automation & Test in Europe Conference, DATE 2025, Lyon, France, March 31 - April 2, 2025, 2025)

One Shot vs. Iterative: Rethinking Pruning Strategies for Model Compression - Mikolaj Janusz; Tomasz Wojnar; Yawei Li; Luca Benini; Kamil Adamczewski (ECAI 2025 - 28th European Conference on Artificial Intelligence, 25-30 October 2025, Bologna, Italy - Including 14th Conference on Prestigious Applications of Intelligent Systems (PAIS 2025), 2025)

Basilisk: A 34mm\(^2\) 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 (IEEE Hot Chips 37 Symposium, HCS 2025, Stanford, CA, USA, August 24-26, 2025, 2025)

BodySense: An Expandable and Wearable-Sized Wireless Evaluation Platform for Human Body Communication - Lukas Schulthess; Philipp Mayer; Christian Vogt; Luca Benini; Michele Magno (IEEE International Instrumentation and Measurement Technology Conference, I2MTC 2025, Chemnitz, Germany, May 19-22, 2025, 2025)

Invited Paper: CMOS 2.0 - Redefining the Future of Scaling - Moritz Brunion; Navaneeth Kunhi Purayil; Francesco Dell'Atti; Sebastian Lam; Refik Bilgic; Mehdi B. Tahoori; Luca Benini; Julien Ryckaert (IEEE/ACM International Conference On Computer Aided Design, ICCAD 2025, Munich, Germany, October 26-30, 2025, 2025)

PACE-Lite: Compact and Efficient Piecewise Polynomial Approximation for Transformer Nonlinearity Acceleration - Arpan Suravi Prasad; Gamze Islamoglu; Luca Bertaccini; Davide Rossi; Francesco Conti; Luca Benini (43rd IEEE International Conference on Computer Design, ICCD 2025, Richardson, TX, USA, November 10-12, 2025, 2025)

TROOP: At-the-Roofline Performance for Vector Processors on Low Operational Intensity Workloads - Navaneeth Kunhi Purayil; Diyou Shen; Matteo Perotti; Luca Benini (43rd IEEE International Conference on Computer Design, ICCD 2025, Richardson, TX, USA, November 10-12, 2025, 2025)

TeraNOC: A Multi-Channel 32-Bit Fine-Grained, Hybrid Mesh-Crossbar Noc for Efficient Scale-Up of 1000+ Core Shared-L1-Memory Clusters - Yichao Zhang; Zexin Fu; Tim Fischer; Yinrong Li; Marco Bertuletti; Luca Benini (43rd IEEE International Conference on Computer Design, ICCD 2025, Richardson, TX, USA, November 10-12, 2025, 2025)

IntLoRA: Integral Low-rank Adaptation of Quantized Diffusion Models - Hang Guo; Yawei Li; Tao Dai; Shu-Tao Xia; Luca Benini (Forty-second International Conference on Machine Learning, ICML 2025, Vancouver, BC, Canada, July 13-19, 2025, 2025)

SliM-LLM: Salience-Driven Mixed-Precision Quantization for Large Language Models - Wei Huang; Haotong Qin; Yangdong Liu; Yawei Li; Qinshuo Liu; Xianglong Liu; Luca Benini; Michele Magno; Shiming Zhang; Xiaojuan Qi (Forty-second International Conference on Machine Learning, ICML 2025, Vancouver, BC, Canada, July 13-19, 2025, 2025)

NanoHydra: Energy-Efficient Time-Series Classification at the Edge - Cristian Cioflan; José Fonseca; Xiaying Wang; Luca Benini (International Joint Conference on Neural Networks, IJCNN 2025, Rome, Italy, June 30 - July 5, 2025, 2025)

Nano VS: a Neural Perception Layer for Fully Onboard Visual Semantic Mapping on Tiny Robots - Thomas Rüegg; Marco Giordano; Tommaso Polonelli; Luca Benini; Michele Magno (International Joint Conference on Neural Networks, IJCNN 2025, Rome, Italy, June 30 - July 5, 2025, 2025)

Towards Zero-Stall Matrix Multiplication on Energy-Efficient RISC-V Clusters for Machine Learning Acceleration - Luca Colagrande; Lorenzo Leone; Maximilian Coco; Andrei Deaconeasa; Luca Benini (IEEE/ACM International Symposium on Low Power Electronics and Design, ISLPED 2025, Reykjavík, Iceland, August 6-8, 2025, 2025)

HMR-NEureka: Hybrid Modular Redundancy DNN Acceleration in Heterogeneous RISC-V SoCs - Luigi Ghionda; Riccardo Tedeschi; Yvan Tortorella; Arpan Suravi Prasad; Davide Rossi; Luca Benini; Francesco Conti (IEEE Computer Society Annual Symposium on VLSI, ISVLSI 2025, Kalamata, Greece, July 6-9, 2025, 2025)

Enabling Real-Time Streaming Temporal Convolution Network Inference on Ultra-Low-Power Microcontrollers - Seyed Ahmad Mirsalari; Marco Fariselli; Léo Bijar; Francesco Paci; Luca Benini; Giuseppe Tagliavini (IEEE Computer Society Annual Symposium on VLSI, ISVLSI 2025, Kalamata, Greece, July 6-9, 2025, 2025)

PACE: An Optimal Piecewise Polynomial Approximation Unit for Flexible and Efficient Transformer Non-linearity Acceleration - Arpan Suravi Prasad; Gamze Islamoglu; Luca Bertaccini; Davide Rossi; Francesco Conti; Luca Benini (IEEE Computer Society Annual Symposium on VLSI, ISVLSI 2025, Kalamata, Greece, July 6-9, 2025, 2025)

Stella Nera: A Differentiable Maddness-Based Hardware Accelerator for Efficient Approximate Matrix Multiplication - Jannis Schönleber; Lukas Cavigelli; Matteo Perotti; Luca Benini; Renzo Andri (IEEE Computer Society Annual Symposium on VLSI, ISVLSI 2025, Kalamata, Greece, July 6-9, 2025, 2025)

FlatAttention: Dataflow and Fabric Collectives Co-Optimization for Efficient Multi-Head Attention on Tile-Based Many-PE Accelerators - Chi Zhang; Luca Colagrande; Renzo Andri; Thomas Benz; Gamze Islamoglu; Alessandro Nadalini; Francesco Conti; Yawei Li; Luca Benini (IEEE Computer Society Annual Symposium on VLSI, ISVLSI 2025, Kalamata, Greece, July 6-9, 2025, 2025)

ListenToJESD204B: A Lightweight Open-Source JESD204B IP Core for FPGA-Based Ultrasound Acquisition systems - Soumyo Bhattacharjee; Federico Villani; Christian Vogt; Andrea Cossettini; Luca Benini (10th International Workshop on Advances in Sensors and Interfaces, IWASI 2025, Manfredonia, Italy, July 3-4, 2025, 2025)

Sub-Millisecond Event-Based Eye Tracking on a Resource-Constrained Microcontroller - Marco Giordano; Pietro Bonazzi; Luca Benini; Michele Magno (10th International Workshop on Advances in Sensors and Interfaces, IWASI 2025, Manfredonia, Italy, July 3-4, 2025, 2025)

EdgeCodec: Onboard Lightweight High Fidelity Neural Compressor with Residual Vector Quantization - Benjamin Hodo; Tommaso Polonelli; Amirhossein Moallemi; Luca Benini; Michele Magno (10th International Workshop on Advances in Sensors and Interfaces, IWASI 2025, Manfredonia, Italy, July 3-4, 2025, 2025)

Optimizing Scalable Multi-Cluster Architectures for Next-Generation Wireless Sensing and Communication - Samuel Riedel; Yichao Zhang; Marco Bertuletti; Luca Benini (10th International Workshop on Advances in Sensors and Interfaces, IWASI 2025, Manfredonia, Italy, July 3-4, 2025, 2025)

Unobtrusive Multimodal Driver Stress Detection from ECG and PPG Using TCNs - Massimo Micolitti; Pierangelo Maria Rapa; Davide Cassanelli; Luca Benini; Simone Benatti (IEEE International Workshop on Metrology for Automotive, MetroAutomotive 2025, Parma, Italy, June 25-27, 2025, 2025)

Lightweight Software Kernels and Hardware Extensions for Efficient Sparse Deep Neural Networks on Microcontrollers - Francesco Daghero; Daniele Jahier Pagliari; Francesco Conti; Luca Benini; Massimo Poncino; Alessio Burrello (Proceedings of the Eighth Conference on Machine Learning and Systems, MLSys 2025, Santa Clara, CA, USA, May 12-15, 2025, 2025)

HiM2SAM: Enhancing SAM2 with Hierarchical Motion Estimation and Memory Optimization towards Long-term Tracking - Ruixiang Chen; Guolei Sun; Yawei Li; Jie Qin; Luca Benini (Pattern Recognition and Computer Vision - 8th Chinese Conference, PRCV 2025, Shanghai, China, October 15-18, 2025, Proceedings, Part XVI, 2025)

A Small Flying IoT Node for Real-Time Spectral Monitoring in Smart Agriculture - Tobias Mächler; Hanna Müller; Philip Wiese; Michele Magno; Victor Javier Kartsch; Luca Benini (IEEE Sensors Applications Symposium, SAS 2025, Newcastle, United Kingdom, July 8-10, 2025, 2025)

PerfDojo: Automated ML Library Generation for Heterogeneous Architectures - Andrei Ivanov; Siyuan Shen; Gioele Gottardo; Marcin Chrapek; Afif Boudaoud; Timo Schneider; Luca Benini; Torsten Hoefler (Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis, SC 2025, St. Louis, MO, USA, November 16-21, 2025, 2025)

Monte Cimone v2: HPC RISC-V Cluster Evaluation and Optimization - Emanuele Venieri; Simone Manoni; Gabriele Ceccolini; Giacomo Madella; Federico Ficarelli; Daniele Gregori; Andrea Acquaviva; Luca Benini; Andrea Bartolini (High Performance Computing - ISC High Performance 2025 International Workshops, Hamburg, Germany, June 10-13, 2025, Revised Selected Papers, 2025)

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 12nm FinFET - Paul Scheffler; Thomas Benz; Viviane Potocnik; Tim Fischer; Luca Colagrande; Nils Wistoff; Yichao Zhang; Luca Bertaccini; Gianmarco Ottavi; Manuel Eggimann; Matheus A. Cavalcante; Gianna Paulin; et al. (CoRR, 2025)

AXI-REALM: Safe, Modular and Lightweight Traffic Monitoring and Regulation for Heterogeneous Mixed-Criticality Systems - Thomas Benz; Alessandro Ottaviano; Chaoqun Liang; Robert Balas; Angelo Garofalo; Francesco Restuccia; Alessandro Biondi; Davide Rossi; Luca Benini (CoRR, 2025)

AraXL: A Physically Scalable, Ultra-Wide RISC-V Vector Processor Design for Fast and Efficient Computation on Long Vectors - Navaneeth Kunhi Purayil; Matteo Perotti; Tim Fischer; Luca Benini (CoRR, 2025)

CEReBrO: Compact Encoder for Representations of Brain Oscillations Using Efficient Alternating Attention - Alexandru Dimofte; Glenn Anta Bucagu; Thorir Mar Ingolfsson; Xiaying Wang; Andrea Cossettini; Luca Benini; Yawei Li (CoRR, 2025)

TCDM Burst Access: Breaking the Bandwidth Barrier in Shared-L1 RVV Clusters Beyond 1000 FPUs - Diyou Shen; Yichao Zhang; Marco Bertuletti; Luca Benini (CoRR, 2025)

Towards Reliable Systems: A Scalable Approach to AXI4 Transaction Monitoring - Chaoqun Liang; Thomas Benz; Alessandro Ottaviano; Angelo Garofalo; Luca Benini; Davide Rossi (CoRR, 2025)

PlaceIT: Placement-based Inter-Chiplet Interconnect Topologies - Patrick Iff; Benigna Bruggmann; Maciej Besta; Luca Benini; Torsten Hoefler (CoRR, 2025)

ArtistIC: An Open-Source Toolchain for Top-Metal IC Art and Ultra-High-Fidelity GDSII Renders - Thomas Benz; Paul Scheffler; Nils Wistoff; Philippe Sauter; Beat Muheim; Luca Benini (CoRR, 2025)

A Multi-level Compiler Backend for Accelerated Micro-kernels Targeting RISC-V ISA Extensions - Alexandre Lopoukhine; Federico Ficarelli; Christos Vasiladiotis; Anton Lydike; Josse Van Delm; Alban Dutilleul; Luca Benini; Marian Verhelst; Tobias Grosser (CoRR, 2025)

Croc: An End-to-End Open-Source Extensible RISC-V MCU Platform to Democratize Silicon - Philippe Sauter; Thomas Benz; Paul Scheffler; Hannah Pochert; Luisa Wüthrich; Martin Poviser; Beat Muheim; Frank K. Gürkaynak; Luca Benini (CoRR, 2025)

FEMBA: Efficient and Scalable EEG Analysis with a Bidirectional Mamba Foundation Model - Anna Tegon; Thorir Mar Ingolfsson; Xiaying Wang; Luca Benini; Yawei Li (CoRR, 2025)

Evaluating IOMMU-Based Shared Virtual Addressing for RISC-V Embedded Heterogeneous SoCs - Cyril Koenig; Enrico Zelioli; Luca Benini (CoRR, 2025)

Finetuning and Quantization of EEG-Based Foundational BioSignal Models on ECG and PPG Data for Blood Pressure Estimation - Bálint Tóth; Dominik Senti; Thorir Mar Ingolfsson; Jeffrey Zweidler; Alexandre Elsig; Luca Benini; Yawei Li (CoRR, 2025)

A Reliable, Time-Predictable Heterogeneous SoC for AI-Enhanced Mixed-Criticality Edge Applications - Angelo Garofalo; Alessandro Ottaviano; Matteo Perotti; Thomas Benz; Yvan Tortorella; Robert Balas; Michael Rogenmoser; Chi Zhang; Luca Bertaccini; Nils Wistoff; Maicol Ciani; Cyril Koenig; et al. (CoRR, 2025)

A Multicast-Capable AXI Crossbar for Many-core Machine Learning Accelerators - Luca Colagrande; Luca Benini (CoRR, 2025)

Maestro: A 302 GFLOPS/W and 19.8GFLOPS RISC-V Vector-Tensor Architecture for Wearable Ultrasound Edge Computing - Mattia Sinigaglia; Amirhossein Kiamarzi; Marco Bertuletti; Luigi Ghionda; Mattia Orlandi; Riccardo Tedeschi; Aurora Di Giampietro; Yvan Tortorella; Luca Bertaccini; Simone Benatti; Giuseppe Tagliavini; Luca Benini; et al. (CoRR, 2025)

Lightweight Software Kernels and Hardware Extensions for Efficient Sparse Deep Neural Networks on Microcontrollers - Francesco Daghero; Daniele Jahier Pagliari; Francesco Conti; Luca Benini; Massimo Poncino; Alessio Burrello (CoRR, 2025)

Towards Extreme Pruning of LLMs with Plug-and-Play Mixed Sparsity - Chi Xu; Gefei Zhang; Yantong Zhu; Luca Benini; Guosheng Hu; Yawei Li; Zhihong Zhang (CoRR, 2025)

BodySense: An Expandable and Wearable-Sized Wireless Evaluation Platform for Human Body Communication - Lukas Schulthess; Philipp Mayer; Christian Vogt; Luca Benini; Michele Magno (CoRR, 2025)

V-Seek: Accelerating LLM Reasoning on Open-hardware Server-class RISC-V Platforms - Javier J. Poveda Rodrigo; Mohamed Amine Ahmdi; Alessio Burrello; Daniele Jahier Pagliari; Luca Benini (CoRR, 2025)

On-Device Federated Continual Learning on RISC-V-based Ultra-Low-Power SoC for Intelligent Nano-Drone Swarms - Lars Kröger; Cristian Cioflan; Victor Javier Kartsch; Luca Benini (CoRR, 2025)

Fractal-IR: A Unified Framework for Efficient and Scalable Image Restoration - Yawei Li; Bin Ren; Jingyun Liang; Rakesh Ranjan; Mengyuan Liu; Nicu Sebe; Ming-Hsuan Yang; Luca Benini (CoRR, 2025)

Monte Cimone v2: Down the Road of RISC-V High-Performance Computers - Emanuele Venieri; Simone Manoni; Giacomo Madella; Federico Ficarelli; Daniele Gregori; Daniele Cesarini; Luca Benini; Andrea Bartolini (CoRR, 2025)

CamSAM2: Segment Anything Accurately in Camouflaged Videos - Yuli Zhou; Guolei Sun; Yawei Li; Yuqian Fu; Luca Benini; Ender Konukoglu (CoRR, 2025)

Dual-Issue Execution of Mixed Integer and Floating-Point Workloads on Energy-Efficient In-Order RISC-V Cores - Luca Colagrande; Luca Benini (CoRR, 2025)

Late Breaking Results: A RISC-V ISA Extension for Chaining in Scalar Processors - Luca Colagrande; Jayanth Jonnalagadda; Luca Benini (CoRR, 2025)

Q-MambaIR: Accurate Quantized Mamba for Efficient Image Restoration - Yujie Chen; Haotong Qin; Zhang Zhang; Michelo Magno; Luca Benini; Yawei Li (CoRR, 2025)

FastVAR: Linear Visual Autoregressive Modeling via Cached Token Pruning - Hang Guo; Yawei Li; Taolin Zhang; Jiangshan Wang; Tao Dai; Shu-Tao Xia; Luca Benini (CoRR, 2025)

MemPool Flavors: Between Versatility and Specialization in a RISC-V Manycore Cluster - Sergio Mazzola; Yichao Zhang; Marco Bertuletti; Diyou Shen; Luca Benini (CoRR, 2025)

Fused-Tiled Layers: Minimizing Data Movement on RISC-V SoCs with Software-Managed Caches - Victor J. B. Jung; Alessio Burrello; Francesco Conti; Luca Benini (CoRR, 2025)

Work-In-Progress: Accelerating Numpy With OpenBLAS For Open-Source RISC-V Chips - Cyril Koenig; Enrico Zelioli; Frank K. Gürkaynak; Luca Benini (CoRR, 2025)

CVA6-VMRT: A Modular Approach Towards Time-Predictable Virtual Memory in a 64-bit Application Class RISC-V Processor - Christopher Reinwardt; Robert Balas; Alessandro Ottaviano; Angelo Garofalo; Luca Benini (CoRR, 2025)

SpikeStream: Accelerating Spiking Neural Network Inference on RISC-V Clusters with Sparse Computation Extensions - Simone Manoni; Paul Scheffler; Luca Zanatta; Andrea Acquaviva; Luca Benini; Andrea Bartolini (CoRR, 2025)

Quadrilatero: A RISC-V programmable matrix coprocessor for low-power edge applications - Danilo Cammarata; Matteo Perotti; Marco Bertuletti; Angelo Garofalo; Pasquale Davide Schiavone; David Atienza; Luca Benini (CoRR, 2025)

AraOS: Analyzing the Impact of Virtual Memory Management on Vector Unit Performance - Matteo Perotti; Vincenzo Maisto; Moritz Imfeld; Nils Wistoff; Alessandro Cilardo; Luca Benini (CoRR, 2025)

VEXP: A Low-Cost RISC-V ISA Extension for Accelerated Softmax Computation in Transformers - Run Wang; Gamze Islamoglu; Andrea Belano; Viviane Potocnik; Francesco Conti; Angelo Garofalo; Luca Benini (CoRR, 2025)

Enhancing Autonomous Driving Systems with On-Board Deployed Large Language Models - Nicolas Baumann; Cheng Hu; Paviththiren Sivasothilingam; Haotong Qin; Lei Xie; Michele Magno; Luca Benini (CoRR, 2025)

RedMulE-FT: A Reconfigurable Fault-Tolerant Matrix Multiplication Engine - Philip Wiese; Maurus Item; Luca Bertaccini; Yvan Tortorella; Angelo Garofalo; Luca Benini (CoRR, 2025)

Real-Time, Single-Ear, Wearable ECG Reconstruction, R-Peak Detection, and HR/HRV Monitoring - Carlos Santos; Sebastian Frey; Andrea Cossettini; Luca Benini; Victor Javier Kartsch (CoRR, 2025)

RobotxR1: Enabling Embodied Robotic Intelligence on Large Language Models through Closed-Loop Reinforcement Learning - Liam Boyle; Nicolas Baumann; Paviththiren Sivasothilingam; Michele Magno; Luca Benini (CoRR, 2025)

CVA6S+: A Superscalar RISC-V Core with High-Throughput Memory Architecture - Riccardo Tedeschi; Gianmarco Ottavi; Côme Allart; Nils Wistoff; Zexin Fu; Filippo Grillotti; Fabio De Ambroggi; Elio Guidetti; Jean-Baptiste Rigaud; Olivier Potin; Jean-Roch Coulon; César Fuguet; et al. (CoRR, 2025)

Taming Offload Overheads in a Massively Parallel Open-Source RISC-V MPSoC: Analysis and Optimization - Luca Colagrande; Luca Benini (CoRR, 2025)

Basilisk: A 34 mm2 End-to-End Open-Source 64-bit Linux-Capable RISC-V SoC in 130nm BiCMOS - Philippe Sauter; Thomas Benz; Paul Scheffler; Martin Poviser; Frank K. Gürkaynak; Luca Benini (CoRR, 2025)

MXDOTP: A RISC-V ISA Extension for Enabling Microscaling (MX) Floating-Point Dot Products - Gamze Islamoglu; Luca Bertaccini; Arpan Suravi Prasad; Francesco Conti; Angelo Garofalo; Luca Benini (CoRR, 2025)

How to keep pushing ML accelerator performance? Know your rooflines! - Marian Verhelst; Luca Benini; Naveen Verma (CoRR, 2025)

FlatAttention: Dataflow and Fabric Collectives Co-Optimization for Efficient Multi-Head Attention on Tile-Based Many-PE Accelerators - Chi Zhang; Luca Colagrande; Renzo Andri; Thomas Benz; Gamze Islamoglu; Alessandro Nadalini; Francesco Conti; Yawei Li; Luca Benini (CoRR, 2025)

Ramping Up Open-Source RISC-V Cores: Assessing the Energy Efficiency of Superscalar, Out-of-Order Execution - Zexin Fu; Riccardo Tedeschi; Gianmarco Ottavi; Nils Wistoff; César Fuguet; Davide Rossi; Luca Benini (CoRR, 2025)

PhysioWave: A Multi-Scale Wavelet-Transformer for Physiological Signal Representation - Yanlong Chen; Mattia Orlandi; Pierangelo Maria Rapa; Simone Benatti; Luca Benini; Yawei Li (CoRR, 2025)

Towards Zero-Stall Matrix Multiplication on Energy-Efficient RISC-V Clusters for Machine Learning Acceleration - Luca Colagrande; Lorenzo Leone; Maximilian Coco; Andrei Deaconeasa; Luca Benini (CoRR, 2025)

WaveFormer: A Lightweight Transformer Model for sEMG-based Gesture Recognition - Yanlong Chen; Mattia Orlandi; Pierangelo Maria Rapa; Simone Benatti; Luca Benini; Yawei Li (CoRR, 2025)

Data-Driven Power Modeling and Monitoring via Hardware Performance Counter Tracking - Sergio Mazzola; Gabriele Ara; Thomas Benz; Björn Forsberg; Tommaso Cucinotta; Luca Benini (CoRR, 2025)

Optimizing Scalable Multi-Cluster Architectures for Next-Generation Wireless Sensing and Communication - Samuel Riedel; Yichao Zhang; Marco Bertuletti; Luca Benini (CoRR, 2025)

EdgeCodec: Onboard Lightweight High Fidelity Neural Compressor with Residual Vector Quantization - Benjamin Hodo; Tommaso Polonelli; Amirhossein Moallemi; Luca Benini; Michele Magno (CoRR, 2025)

HiM2SAM: Enhancing SAM2 with Hierarchical Motion Estimation and Memory Optimization towards Long-term Tracking - Ruixiang Chen; Guolei Sun; Yawei Li; Jie Qin; Luca Benini (CoRR, 2025)

A Multi-Modal IoT Node for Energy-Efficient Environmental Monitoring with Edge AI Processing - Philip Wiese; Victor Javier Kartsch; Marco Guermandi; Luca Benini (CoRR, 2025)

A Dynamic Allocation Scheme for Adaptive Shared-Memory Mapping on Kilo-core RV Clusters for Attention-Based Model Deployment - Bowen Wang; Marco Bertuletti; Yichao Zhang; Victor J. B. Jung; Luca Benini (CoRR, 2025)

TeraNoC: A Multi-Channel 32-bit Fine-Grained, Hybrid Mesh-Crossbar NoC for Efficient Scale-up of 1000+ Core Shared-L1-Memory Clusters - Yichao Zhang; Zexin Fu; Tim Fischer; Yinrong Li; Marco Bertuletti; Luca Benini (CoRR, 2025)

TROOP: At-the-Roofline Performance for Vector Processors on Low Operational Intensity Workloads - Navaneeth Kunhi Purayil; Diyou Shen; Matteo Perotti; Luca Benini (CoRR, 2025)

relOBI: A Reliable Low-latency Interconnect for Tightly-Coupled On-chip Communication - Michael Rogenmoser; Angelo Garofalo; Luca Benini (CoRR, 2025)

Sub-Millisecond Event-Based Eye Tracking on a Resource-Constrained Microcontroller - Marco Giordano; Pietro Bonazzi; Luca Benini; Michele Magno (CoRR, 2025)

BioGAP-Ultra: A Modular Edge-AI Platform for Wearable Multimodal Biosignal Acquisition and Processing - Sebastian Frey; Giusy Spacone; Andrea Cossettini; Marco Guermandi; Philipp Schilk; Luca Benini; Victor Javier Kartsch (CoRR, 2025)

One Shot vs. Iterative: Rethinking Pruning Strategies for Model Compression - Mikolaj Janusz; Tomasz Wojnar; Yawei Li; Luca Benini; Kamil Adamczewski (CoRR, 2025)

ListenToJESD204B: A Lightweight Open-Source JESD204B IP Core for FPGA-Based Ultrasound Acquisition systems - Soumyo Bhattacharjee; Federico Villani; Christian Vogt; Andrea Cossettini; Luca Benini (CoRR, 2025)

Improving Chip Design Enablement for Universities in Europe - A Position Paper - Lukas Krupp; Ian O'Connor; Luca Benini; Christoph Studer; Joachim Rodrigues; Norbert Wehn (CoRR, 2025)

Wireless Low-Latency Synchronization for Body-Worn Multi-Node Systems in Sports - Nico Krull; Lukas Schulthess; Michele Magno; Luca Benini; Christoph Leitner (CoRR, 2025)

A 410GFLOP/s, 64 RISC-V Cores, 204.8GBps Shared-Memory Cluster in 12nm FinFET with Systolic Execution Support for Efficient B5G/6G AI-Enhanced O-RAN - Yichao Zhang; Marco Bertuletti; Sergio Mazzola; Samuel Riedel; Luca Benini (CoRR, 2025)

Efficient and Accurate Downfacing Visual Inertial Odometry - Jonas Kühne; Christian Vogt; Michele Magno; Luca Benini (CoRR, 2025)

Optimal Brain Restoration for Joint Quantization and Sparsification of LLMs - Hang Guo; Yawei Li; Luca Benini (CoRR, 2025)

A Parallel Ultra-Low Power Silent Speech Interface based on a Wearable, Fully-dry EMG Neckband - Fiona Meier; Giusy Spacone; Sebastian Frey; Luca Benini; Andrea Cossettini (CoRR, 2025)

Wearable and Ultra-Low-Power Fusion of EMG and A-Mode US for Hand-Wrist Kinematic Tracking - Giusy Spacone; Sebastian Frey; Mattia Orlandi; Pierangelo Maria Rapa; Victor Javier Kartsch; Simone Benatti; Luca Benini; Andrea Cossettini (CoRR, 2025)

CMOS 2.0 - Redefining the Future of Scaling - Moritz Brunion; Navaneeth Kunhi Purayil; Francesco Dell'Atti; Sebastian Lam; Refik Bilgic; Mehdi B. Tahoori; Luca Benini; Julien Ryckaert (CoRR, 2025)

Co-designing a Programmable RISC-V Accelerator for MPC-based Energy and Thermal Management of Many-Core HPC Processors - Alessandro Ottaviano; Andrino Meli; Paul Scheffler; Giovanni Bambini; Robert Balas; Davide Rossi; Andrea Bartolini; Luca Benini (CoRR, 2025)

A Direct Memory Access Controller (DMAC) for Irregular Data Transfers on RISC-V Linux Systems - Thomas Benz; Axel Vanoni; Michael Rogenmoser; Luca Benini (CoRR, 2025)

LUNA: Efficient and Topology-Agnostic Foundation Model for EEG Signal Analysis - Berkay Döner; Thorir Mar Ingolfsson; Luca Benini; Yawei Li (CoRR, 2025)

PerfDojo: Automated ML Library Generation for Heterogeneous Architectures - Andrei Ivanov; Siyuan Shen; Gioele Gottardo; Marcin Chrapek; Afif Boudaoud; Timo Schneider; Luca Benini; Torsten Hoefler (CoRR, 2025)

Toward Open-Source Chiplets for HPC and AI: Occamy and Beyond - Paul Scheffler; Thomas Benz; Tim Fischer; Lorenzo Leone; Sina Arjmandpour; Luca Benini (CoRR, 2025)

Multi-modal On-Device Learning for Monocular Depth Estimation on Ultra-low-power MCUs - Davide Nadalini; Manuele Rusci; Elia Cereda; Luca Benini; Francesco Conti; Daniele Palossi (CoRR, 2025)

Design in Tiles: Automating GEMM Deployment on Tile-Based Many-PE Accelerators - Aofeng Shen; Chi Zhang; Yakup Budanaz; Alexandru Calotoiu; Torsten Hoefler; Luca Benini (CoRR, 2025)

TinyMyo: a Tiny Foundation Model for Flexible EMG Signal Processing at the Edge - Matteo Fasulo; Giusy Spacone; Thorir Mar Ingolfsson; Yawei Li; Luca Benini; Andrea Cossettini (CoRR, 2025)

An Extreme-Edge TCN-Based Low-Latency Collision-Avoidance Safety System for Industrial Machinery - Marcello Zanghieri; Fabrizio Indirli; Antonio Latella; Giacomo Michele Puglia; Felice Tecce; Francesco Papariello; Giulio Urlini; Luca Benini; Francesco Conti (IEEE Access, 2024)

Flexible and Fully Quantized Lightweight TinyissimoYOLO for Ultra-Low-Power Edge Systems - Julian Moosmann; Hanna Müller; Nicky Zimmerman; Georg Rutishauser; Luca Benini; Michele Magno (IEEE Access, 2024)

HazardNet: A thermal hazard prediction framework for datacenters - Mohsen Seyedkazemi Ardebili; Andrea Acquaviva; Luca Benini; Andrea Bartolini (Future Gener. Comput. Syst., 2024)

ControlPULP: A RISC-V On-Chip Parallel Power Controller for Many-Core HPC Processors with FPGA-Based Hardware-In-The-Loop Power and Thermal Emulation - Alessandro Ottaviano; Robert Balas; Giovanni Bambini; Antonio del Vecchio; Maicol Ciani; Davide Rossi; Luca Benini; Andrea Bartolini (Int. J. Parallel Program., 2024)

Self-Sustaining Ultrawideband Positioning System for Event-Driven Indoor Localization - Philipp Mayer; Michele Magno; Luca Benini (IEEE Internet Things J., 2024)

NanoSLAM: Enabling Fully Onboard SLAM for Tiny Robots - Vlad Niculescu; Tommaso Polonelli; Michele Magno; Luca Benini (IEEE Internet Things J., 2024)

Stargate: Multimodal Sensor Fusion for Autonomous Navigation on Miniaturized UAVs - Konstantin Kalenberg; Hanna Müller; Tommaso Polonelli; Alberto Schiaffino; Vlad Niculescu; Cristian Cioflan; Michele Magno; Luca Benini (IEEE Internet Things J., 2024)

Fully Onboard SLAM for Distributed Mapping With a Swarm of Nano-Drones - Carl Friess; Vlad Niculescu; Tommaso Polonelli; Michele Magno; Luca Benini (IEEE Internet Things J., 2024)

Distilling Tiny and Ultrafast Deep Neural Networks for Autonomous Navigation on Nano-UAVs - Lorenzo Lamberti; Lorenzo Bellone; Luka Macan; Enrico Natalizio; Francesco Conti; Daniele Palossi; Luca Benini (IEEE Internet Things J., 2024)

Marsellus: A Heterogeneous RISC-V AI-IoT End-Node SoC With 2-8 b DNN Acceleration and 30%-Boost Adaptive Body Biasing - Francesco Conti; Gianna Paulin; Angelo Garofalo; Davide Rossi; Alfio Di Mauro; Georg Rutishauser; Gianmarco Ottavi; Manuel Eggimann; Hayate Okuhara; Luca Benini (IEEE J. Solid State Circuits, 2024)

Siracusa: A 16 nm Heterogenous RISC-V SoC for Extended Reality With At-MRAM Neural Engine - Arpan Suravi Prasad; Moritz Scherer; Francesco Conti; Davide Rossi; Alfio Di Mauro; Manuel Eggimann; Jorge Tomás Gómez; Ziyun Li; Syed Shakib Sarwar; Zhao Wang; Barbara De Salvo; Luca Benini (IEEE J. Solid State Circuits, 2024)

Reducing False Alarms in Wearable Seizure Detection With EEGformer: A Compact Transformer Model for MCUs - Paola 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; et al. (IEEE Trans. Biomed. Circuits Syst., 2024)

BrainFuseNet: Enhancing Wearable Seizure Detection Through EEG-PPG-Accelerometer Sensor Fusion and Efficient Edge Deployment - Thorir Mar Ingolfsson; Xiaying Wang; Upasana Chakraborty; Simone Benatti; Adriano Bernini; Pauline Ducouret; Philippe Ryvlin; Sándor Beniczky; Luca Benini; Andrea Cossettini (IEEE Trans. Biomed. Circuits Syst., 2024)

Real-Time Motor Unit Tracking From sEMG Signals With Adaptive ICA on a Parallel Ultra-Low Power Processor - Mattia Orlandi; Pierangelo Maria Rapa; Marcello Zanghieri; Sebastian Frey; Victor Javier Kartsch; Luca Benini; Simone Benatti (IEEE Trans. Biomed. Circuits Syst., 2024)

sEMG-Driven Hand Dynamics Estimation With Incremental Online Learning on a Parallel Ultra-Low-Power Microcontroller - Marcello Zanghieri; Pierangelo Maria Rapa; Mattia Orlandi; Elisa Donati; Luca Benini; Simone Benatti (IEEE Trans. Biomed. Circuits Syst., 2024)

A High-Performance, Energy-Efficient Modular DMA Engine Architecture - Thomas Benz; Michael Rogenmoser; Paul Scheffler; Samuel Riedel; Alessandro Ottaviano; Andreas Kurth; Torsten Hoefler; Luca Benini (IEEE Trans. Computers, 2024)

Ara2: Exploring Single- and Multi-Core Vector Processing With an Efficient RVV 1.0 Compliant Open-Source Processor - Matteo Perotti; Matheus A. Cavalcante; Renzo Andri; Lukas Cavigelli; Luca Benini (IEEE Trans. Computers, 2024)

TOP: Towards Open & Predictable Heterogeneous SoCs - Luca Valente; Francesco Restuccia; Davide Rossi; Ryan Kastner; Luca Benini (IEEE Trans. Computers, 2024)

Hier-3D: A Methodology for Physical Hierarchy Exploration of 3-D ICs - Nesara Eranna Bethur; Anthony Agnesina; Moritz Brunion; Alberto García Ortiz; Francky Catthoor; Dragomir Milojevic; Manu Komalan; Matheus A. Cavalcante; Samuel Riedel; Luca Benini; Sung Kyu Lim (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2024)

Deeploy: Enabling Energy-Efficient Deployment of Small Language Models on Heterogeneous Microcontrollers - Moritz Scherer; Luka Macan; Victor J. B. Jung; Philip Wiese; Luca Bompani; Alessio Burrello; Francesco Conti; Luca Benini (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2024)

A Heterogeneous RISC-V Based SoC for Secure Nano-UAV Navigation - Luca Valente; Alessandro Nadalini; Asif Hussain Chiralil Veeran; Mattia Sinigaglia; Bruno Sá; Nils Wistoff; Yvan Tortorella; Simone Benatti; Rafail Psiakis; Ari Kulmala; Baker Mohammad; Sandro Pinto; et al. (IEEE Trans. Circuits Syst. I Regul. Pap., 2024)

Optimizing Foundation Model Inference on a Many-Tiny-Core Open-Source RISC-V Platform - Viviane Potocnik; Luca Colagrande; Tim Fischer; Luca Bertaccini; Daniele Jahier Pagliari; Alessio Burrello; Luca Benini (IEEE Trans. Circuits Syst. Artif. Intell., 2024)

Enhancing Neural Architecture Search With Multiple Hardware Constraints for Deep Learning Model Deployment on Tiny IoT Devices - Alessio Burrello; Matteo Risso; Beatrice Alessandra Motetti; Enrico Macii; Luca Benini; Daniele Jahier Pagliari (IEEE Trans. Emerg. Top. Comput., 2024)

MiniFloats on RISC-V Cores: ISA Extensions With Mixed-Precision Short Dot Products - Luca Bertaccini; Gianna Paulin; Matheus A. Cavalcante; Tim Fischer; Stefan Mach; Luca Benini (IEEE Trans. Emerg. Top. Comput., 2024)

A Muscle Pennation Angle Estimation Framework From Raw Ultrasound Data for Wearable Biomedical Instrumentation - Sergei Vostrikov; Thorir Mar Ingolfsson; Soley Hafthorsdottir; Christoph Leitner; Michele Magno; Luca Benini; Andrea Cossettini (IEEE Trans. Instrum. Meas., 2024)