A Dual Processor Energy-Efficient Platform with Multi-core Accelerator for Smart Sensing. - Antonio Pullini; Stefan Mach; Michele Magno; Luca Benini (S-CUBE, 2016)

An 826 MOPS, 210 uW/MHz Unum ALU in 65 nm. - Florian Glaser; Stefan Mach; Abbas Rahimi; Frank K. Gürkaynak; Qiuting Huang; Luca Benini (CoRR, 2017)

A transprecision floating-point platform for ultra-low power computing. - Giuseppe Tagliavini; Stefan Mach; Davide Rossi; Andrea Marongiu; Luca Benini (DATE, 2018)

An 826 MOPS, 210uW/MHz Unum ALU in 65 nm. - Florian Glaser; Stefan Mach; Abbas Rahimi; Frank K. Gürkaynak; Qiuting Huang; Luca Benini (ISCAS, 2018)

A Transprecision Floating-Point Architecture for Energy-Efficient Embedded Computing. - Stefan Mach; Davide Rossi; Giuseppe Tagliavini; Andrea Marongiu; Luca Benini (ISCAS, 2018)

Design and Evaluation of SmallFloat SIMD extensions to the RISC-V ISA. - Giuseppe Tagliavini; Stefan Mach; Davide Rossi; Andrea Marongiu; Luca Benini (DATE, 2019)

The Floating Point Trinity: A Multi-modal Approach to Extreme Energy-Efficiency and Performance. - Florian Zaruba; Fabian Schuiki; Stefan Mach; Luca Benini (ICECS, 2019)

A RISC-V Based Open Hardware Platform for Always-On Wearable Smart Sensing. - Manuel Eggimann; Stefan Mach; Michele Magno; Luca Benini (IWASI, 2019)

A 0.80pJ/flop, 1.24Tflop/sW 8-to-64 bit Transprecision Floating-Point Unit for a 64 bit RISC-V Processor in 22nm FD-SOI. - Stefan Mach; Fabian Schuiki; Florian Zaruba; Luca Benini (VLSI-SoC, 2019)

XwattPilot: A Full-stack Cloud System Enabling Agile Development of Transprecision Software for Low-power SoCs. - Dionysios Diamantopoulos; Florian Scheidegger; Stefan Mach; Fabian Schuiki; Germain Haugou; Michael Schaffner; Frank K. Gürkaynak; Christoph Hagleitner; A. Cristiano I. Malossi; Luca Benini (COOL CHIPS, 2020)

Live Demonstration: Exploiting Body-Biasing for Static Corner Trimming and Maximum Energy Efficiency Operation in 22nm FDX Technology. - Alfio Di Mauro; Florian Zaruba; Fabian Schuiki; Stefan Mach; Luca Benini (ISCAS, 2020)

FPnew: An Open-Source Multi-Format Floating-Point Unit Architecture for Energy-Proportional Transprecision Computing. - Stefan Mach; Fabian Schuiki; Florian Zaruba; Luca Benini (CoRR, 2020)

A transprecision floating-point cluster for efficient near-sensor data analytics. - Fabio Montagna; Stefan Mach; Simone Benatti; Angelo Garofalo; Gianmarco Ottavi; Luca Benini; Davide Rossi; Giuseppe Tagliavini (CoRR, 2020)

Fünfiiber-Drone: A Modular Open-Platform 18-grams Autonomous Nano-Drone. - Hanna Müller; Daniele Palossi; Stefan Mach; Francesco Conti 001; Luca Benini (DATE, 2021)

Tiny-FPU: Low-Cost Floating-Point Support for Small RISC-V MCU Cores. - Luca Bertaccini; Matteo Perotti; Stefan Mach; Pasquale Davide Schiavone; Florian Zaruba; Luca Benini (ISCAS, 2021)

4.4 A 1.3TOPS/W @ 32GOPS Fully Integrated 10-Core SoC for IoT End-Nodes with 1.7μW Cognitive Wake-Up From MRAM-Based State-Retentive Sleep Mode. - Davide Rossi; Francesco Conti 001; Manuel Eggimann; Stefan Mach; Alfio Di Mauro; Marco Guermandi; Giuseppe Tagliavini; Antonio Pullini; Igor Loi; Jie Chen 042; Eric Flamand; Luca Benini (ISSCC, 2021)

RVfplib: A Fast and Compact Open-Source Floating-Point Emulation Library for Tiny RISC-V Processors. - Matteo Perotti; Giuseppe Tagliavini; Stefan Mach; Luca Bertaccini; Luca Benini (SAMOS, 2021)

Vega: A 10-Core SoC for IoT End-Nodes with DNN Acceleration and Cognitive Wake-Up From MRAM-Based State-Retentive Sleep Mode. - Davide Rossi; Francesco Conti 001; Manuel Eggimann; Alfio Di Mauro; Giuseppe Tagliavini; Stefan Mach; Marco Guermandi; Antonio Pullini; Igor Loi; Jie Chen 042; Eric Flamand; Luca Benini (CoRR, 2021)

FPnew: An Open-Source Multiformat Floating-Point Unit Architecture for Energy-Proportional Transprecision Computing. - Stefan Mach; Fabian Schuiki; Florian Zaruba; Luca Benini (IEEE Trans. Very Large Scale Integr. Syst., 2021)

Floating-point architectures for energy-efficient transprecision computing. - Stefan Mach (Hartung-Gorre Verlag, 2021)

MiniFloat-NN and ExSdotp: An ISA Extension and a Modular Open Hardware Unit for Low-Precision Training on RISC-V Cores. - Luca Bertaccini; Gianna Paulin; Tim Fischer 001; Stefan Mach; Luca Benini (ARITH, 2022)

Vega: A Ten-Core SoC for IoT Endnodes With DNN Acceleration and Cognitive Wake-Up From MRAM-Based State-Retentive Sleep Mode. - Davide Rossi; Francesco Conti 001; Manuel Eggimann; Alfio Di Mauro; Giuseppe Tagliavini; Stefan Mach; Marco Guermandi; Antonio Pullini; Igor Loi; Jie Chen 042; Eric Flamand; Luca Benini (IEEE J. Solid State Circuits, 2022)

A Low-Power Transprecision Floating-Point Cluster for Efficient Near-Sensor Data Analytics. - Fabio Montagna; Stefan Mach; Simone Benatti; Angelo Garofalo; Gianmarco Ottavi; Luca Benini; Davide Rossi; Giuseppe Tagliavini (IEEE Trans. Parallel Distributed Syst., 2022)

11.3 Metis AIPU: A 12nm 15TOPS/W 209.6TOPS SoC for Cost- and Energy-Efficient Inference at the Edge. - Pascal Alexander Hager; Bert Moons; Stefan Cosemans; Ioannis A. Papistas; Bram Rooseleer; Jeroen Van Loon; Roel Uytterhoeven; Florian Zaruba; Spyridoula Koumousi; Milos Stanisavljevic; Stefan Mach; Sebastiaan Mutsaards; et al. (ISSCC, 2024)

MiniFloats on RISC-V Cores: ISA Extensions With Mixed-Precision Short Dot Products. - Luca Bertaccini; Gianna Paulin; Matheus A. Cavalcante; Tim Fischer 001; Stefan Mach; Luca Benini (IEEE Trans. Emerg. Top. Comput., 2024)