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Stefan Mach
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A transprecision floating-point platform for ultra-low power computing
G Tagliavini, S Mach, D Rossi, A Marongiu, L Benini
2018 Design, Automation & Test in Europe Conference & Exhibition (DATE …, 2018
135*2018
FPnew: An Open-Source Multiformat Floating-Point Unit Architecture for Energy-Proportional Transprecision Computing
S Mach, F Schuiki, F Zaruba, L Benini
IEEE Transactions on Very Large Scale Integration (VLSI) Systems 29 (4), 774-787, 2020
722020
Vega: A Ten-Core SoC for IoT Endnodes With DNN Acceleration and Cognitive Wake-Up From MRAM-Based State-Retentive Sleep Mode
D Rossi, F Conti, M Eggimann, A Di Mauro, G Tagliavini, S Mach, ...
IEEE Journal of Solid-State Circuits, 2021
612021
A transprecision floating-point architecture for energy-efficient embedded computing
S Mach, D Rossi, G Tagliavini, A Marongiu, L Benini
2018 IEEE International Symposium on Circuits and Systems (ISCAS), 1-5, 2018
442018
A 1.3 TOPS/W@ 32GOPS Fully Integrated 10-Core SoC for IoT End-Nodes with 1.7 μW Cognitive Wake-Up From MRAM-Based State-Retentive Sleep Mode
D Rossi, F Conti, M Eggiman, S Mach, A Di Mauro, M Guermandi, ...
2021 IEEE International Solid-State Circuits Conference (ISSCC) 64, 60-62, 2021
422021
Design and Evaluation of SmallFloat SIMD extensions to the RISC-V ISA
G Tagliavini, S Mach, D Rossi, A Marongiu, L Benini
2019 Design, Automation & Test in Europe Conference & Exhibition (DATE), 654-657, 2019
322019
An 826 MOPS, 210uW/MHz Unum ALU in 65 nm
F Glaser, S Mach, A Rahimi, FK Gürkaynak, Q Huang, L Benini
2018 IEEE International Symposium on Circuits and Systems (ISCAS), 1-5, 2018
292018
A RISC-V Based Open Hardware Platform for Always-On Wearable Smart Sensing
M Eggimann, S Mach, M Magno, L Benini
2019 IEEE 8th International Workshop on Advances in Sensors and Interfaces …, 2019
232019
A Low-Power Transprecision Floating-Point Cluster for Efficient Near-Sensor Data Analytics
F Montagna, S Mach, S Benatti, A Garofalo, G Ottavi, L Benini, D Rossi, ...
IEEE Transactions on Parallel and Distributed Systems, 2021
182021
A 0.80 pJ/flop, 1.24 Tflop/sW 8-to-64 bit Transprecision Floating-Point Unit for a 64 bit RISC-V Processor in 22nm FD-SOI
S Mach, F Schuiki, F Zaruba, L Benini
2019 IFIP/IEEE 27th International Conference on Very Large Scale Integration …, 2019
152019
MiniFloat-NN and ExSdotp: An ISA extension and a modular open hardware unit for low-precision training on RISC-V cores
L Bertaccini, G Paulin, T Fischer, S Mach, L Benini
2022 IEEE 29th Symposium on Computer Arithmetic (ARITH), 1-8, 2022
102022
The Floating Point Trinity: A Multi-modal Approach to Extreme Energy-Efficiency and Performance
F Zaruba, F Schuiki, S Mach, L Benini
2019 26th IEEE International Conference on Electronics, Circuits and Systems …, 2019
102019
Fünfliber-Drone: A Modular Open-Platform 18-grams Autonomous Nano-Drone
H Müller, D Palossi, S Mach, F Conti, L Benini
2021 Design, Automation & Test in Europe Conference & Exhibition (DATE …, 2021
82021
Tiny-FPU: Low-Cost Floating-Point Support for Small RISC-V MCU Cores
L Bertaccini, M Perotti, S Mach, PD Schiavone, F Zaruba, L Benini
2021 IEEE International Symposium on Circuits and Systems (ISCAS), 1-5, 2021
42021
Floating-Point Architectures for Energy-Efficient Transprecision Computing
S Mach
ETH Zurich, 2021
42021
RVfplib: A Fast and Compact Open-Source Floating-Point Emulation Library for Tiny RISC-V Processors
M Perotti, G Tagliavini, S Mach, L Bertaccini, L Benini
21st International Conference on Embedded Computer Systems: Architectures …, 2021
32021
Live Demonstration: Exploiting Body-Biasing for Static Corner Trimming and Maximum Energy Efficiency Operation in 22nm FDX Technology
A Di Mauro, F Zaruba, F Schuiki, S Mach, L Benini
2020 IEEE International Symposium on Circuits and Systems (ISCAS), 1-1, 2020
32020
A dual processor energy-efficient platform with multi-core accelerator for smart sensing
A Pullini, S Mach, M Magno, L Benini
Sensor Systems and Software: 7th International Conference, S-Cube 2016 …, 2017
22017
KISS PULPino-Updates on PULPino
A Pullini, M Gautschi, FK Gürkaynak, F Glaser, S Mach, G Rovere, ...
5th RISC-V Workshop, 2016
22016
XwattPilot: A Full-stack Cloud System Enabling Agile Development of Transprecision Software for Low-power SoCs
D Diamantopoulos, F Scheidegger, S Mach, F Schuiki, G Haugou, ...
2020 IEEE Symposium in Low-Power and High-Speed Chips (COOL CHIPS), 1-3, 2020
12020
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