Marsellus: A Heterogeneous RISC-V AI-IoT End-Node SoC with 2-to-8b DNN
Acceleration and 30%-Boost Adaptive Body Biasing

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Marsellus: A Heterogeneous RISC-V AI-IoT End-Node SoC with 2-to-8b DNN Acceleration and 30%-Boost Adaptive Body Biasing

15 May 2023

Francesco Conti

Angelo Garofalo

Georg Rutishauser

Luca Benini

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Papers citing "Marsellus: A Heterogeneous RISC-V AI-IoT End-Node SoC with 2-to-8b DNN Acceleration and 30%-Boost Adaptive Body Biasing"

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Title
SamurAI: A Versatile IoT Node With Event-Driven Wake-Up and Embedded ML Acceleration I. Miro-Panadès Benoît Tain J. Christmann David Coriat R. Lemaire ... Jean-Marc Philippe Y. Thonnart A. Valentian Frédéric Heitzmann F. Clermidy 44 15 0 11 Apr 2023
SplitNets: Designing Neural Architectures for Efficient Distributed Computing on Head-Mounted Systems Xin Dong B. D. Salvo Meng Li Chiao Liu Zhongnan Qu H. T. Kung Ziyun Li 3DGS 59 20 0 10 Apr 2022
Bioformers: Embedding Transformers for Ultra-Low Power sEMG-based Gesture Recognition Luca Bompani Francesco Bianco Morghet Moritz Scherer Simone Benatti Luca Benini Enrico Macii Massimo Poncino Daniele Jahier Pagliari 42 18 0 24 Mar 2022
Vega: A 10-Core SoC for IoT End-Nodes with DNN Acceleration and Cognitive Wake-Up From MRAM-Based State-Retentive Sleep Mode D. Rossi Francesco Conti M. Eggiman Alfio Di Mauro Giuseppe Tagliavini ... A. Pullini Igor Loi Jie Chen Eric Flamand Luca Benini GNN 41 81 0 18 Oct 2021
Event-driven Vision and Control for UAVs on a Neuromorphic Chip A. Vitale Alpha Renner Celine Nauer Davide Scaramuzza Yulia Sandamirskaya BDL 86 64 0 08 Aug 2021
A transprecision floating-point cluster for efficient near-sensor data analytics Fabio Montagna Stefan Mach Simone Benatti Angelo Garofalo G. Ottavi Luca Benini D. Rossi Giuseppe Tagliavini 36 13 0 27 Aug 2020
DORY: Automatic End-to-End Deployment of Real-World DNNs on Low-Cost IoT MCUs Luca Bompani Angelo Garofalo Nazareno Bruschi Giuseppe Tagliavini D. Rossi Francesco Conti 56 107 0 17 Aug 2020
A Survey of Convolutional Neural Networks: Analysis, Applications, and Prospects Zewen Li Wenjie Yang Shouheng Peng Fan Liu HAI 3DV 115 2,732 0 01 Apr 2020
Data-Free Quantization Through Weight Equalization and Bias Correction Markus Nagel M. V. Baalen Tijmen Blankevoort Max Welling MQ 75 515 0 11 Jun 2019
XNOR Neural Engine: a Hardware Accelerator IP for 21.6 fJ/op Binary Neural Network Inference Francesco Conti Pasquale Davide Schiavone Luca Benini 69 110 0 09 Jul 2018
Incremental Network Quantization: Towards Lossless CNNs with Low-Precision Weights Aojun Zhou Anbang Yao Yiwen Guo Lin Xu Yurong Chen MQ 395 1,055 0 10 Feb 2017