DARKSIDE: A Heterogeneous RISC-V Compute Cluster for Extreme-Edge On-Chip DNN Inference and Training

Author:

Garofalo Angelo1ORCID,Tortorella Yvan1ORCID,Perotti Matteo2,Valente Luca1ORCID,Nadalini Alessandro1,Benini Luca1,Rossi Davide1ORCID,Conti Francesco1ORCID

Affiliation:

1. Department of Electrical, Electronic and Information Engineering, University of Bologna, Bologna, Italy

2. IIS Integrated Systems Laboratory, ETH Zürich, Zürich, Switzerland

Funder

EU Horizon 2020 Research and Innovation through the European Pilot Project

WiPLASH

ECSEL Horizon 2020 Project AI4DI

GreenWaves Technologies

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Reference36 articles.

Cited by 9 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Exploring RISC-V Based DNN Accelerators;2024 IEEE International Conference on Omni-layer Intelligent Systems (COINS);2024-07-29

2. A Scalable RISC-V Vector Processor Enabling Efficient Multi-Precision DNN Inference;2024 IEEE International Symposium on Circuits and Systems (ISCAS);2024-05-19

3. Memory Efficient Corner Detection for Event-Driven Dynamic Vision Sensors;ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP);2024-04-14

4. Edge Inference with Fully Differentiable Quantized Mixed Precision Neural Networks;2024 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV);2024-01-03

5. RedMule: A mixed-precision matrix–matrix operation engine for flexible and energy-efficient on-chip linear algebra and TinyML training acceleration;Future Generation Computer Systems;2023-12

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