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Energy efficient design of coarse-grained reconfigurable architectures: Insights, trends and challenges
E Aliagha, D Göhringer - 2022 International Conference on …, 2022 - ieeexplore.ieee.org
Coarse-Grained Reconfigurable Architectures (CGRAs) are promising solutions to achieve
more performance with the end of Moore's law. Thanks to word-level programmability, they …
more performance with the end of Moore's law. Thanks to word-level programmability, they …
Rewriting history: Repurposing domain-specific cgras
Coarse-grained reconfigurable arrays (CGRAs) are domain-specific devices promising both
the flexibility of FPGAs and the performance of ASICs. However, with restricted domains …
the flexibility of FPGAs and the performance of ASICs. However, with restricted domains …
Kcgra–uma arquitetura reconfigurável de domínio específico para k-means
M da Silva Alves, LB Silva, J Penha… - Simpósio em …, 2023 - proceedings-sol.sbc.org.br
Este trabalho apresenta um novo acelerador reconfigurável de domínio específico para o
algoritmo K-Means. O acelerador pode ser totalmente reconfigurado em menos de 2, 34 …
algoritmo K-Means. O acelerador pode ser totalmente reconfigurado em menos de 2, 34 …
Acceleration for the many, not the few
J Woodruff - 2024 - era.ed.ac.uk
Although specialized hardware promises orders of magnitude performance gains, their
uptake has been limited by how challenging it is to program them. Hardware accelerators …
uptake has been limited by how challenging it is to program them. Hardware accelerators …
Design exploration of machine learning data-flows onto heterogeneous reconfigurable hardware
Machine/Deep learning applications are currently the center of the attention of both industry
and academia, turning these applications acceleration a very relevant research topic …
and academia, turning these applications acceleration a very relevant research topic …
[PDF][PDF] Designing CGRAs with Deep Reinforcement Learning
J Woodruff, C Cummins - prism.sejong.ac.kr
CGRAs promise the performance benefits of ASICs while retaining the flexibility of FPGAs.
Heterogeneous CGRAs present a key design-point that is closer to the performance on an …
Heterogeneous CGRAs present a key design-point that is closer to the performance on an …