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- research-articleMarch 2022
The Bitlet Model: A Parameterized Analytical Model to Compare PIM and CPU Systems
- Ronny Ronen,
- Adi Eliahu,
- Orian Leitersdorf,
- Natan Peled,
- Kunal Korgaonkar,
- Anupam Chattopadhyay,
- Ben Perach,
- Shahar Kvatinsky
ACM Journal on Emerging Technologies in Computing Systems (JETC), Volume 18, Issue 2Article No.: 43, Pages 1–29https://doi.org/10.1145/3465371Currently, data-intensive applications are gaining popularity. Together with this trend, processing-in-memory (PIM)–based systems are being given more attention and have become more relevant. This article describes an analytical modeling tool called ...
- research-articleApril 2021
multiPULPly: A Multiplication Engine for Accelerating Neural Networks on Ultra-low-power Architectures
ACM Journal on Emerging Technologies in Computing Systems (JETC), Volume 17, Issue 2Article No.: 24, Pages 1–27https://doi.org/10.1145/3432815Computationally intensive neural network applications often need to run on resource-limited low-power devices. Numerous hardware accelerators have been developed to speed up the performance of neural network applications and reduce power consumption; ...