Feb 28, 2024 · PIMSYN can automatically transform CNN applications into execution workflows and hardware construction of PIM accelerators. To systematically ...
PIMSYN: Synthesizing Processing-in-memory. CNN ... In this work, we develop an automatic framework. PIMSYN for synthesizing PIM-based CNN accelerators, which.
Feb 28, 2024 · PIMSYN can automatically transform CNN applications into execution workflows and hardware construction of PIM accelerators. To systematically ...
Aug 17, 2024 · One of the main challenges in implementing this class of algorithms on board an FPGA is resource management, especially with regard to memory.
PIMSYN-NN is a full-stack automatic synthesis framework for PIM-based CNN accelerators. It realizes a one-click transformation from CNN applications to PIM ...
The paper introduces PIMSYN, an automatic framework for synthesizing Processing-in-memory (PIM) based CNN accelerators. It addresses the challenges of ...
Wanqian Li, Xiaotian Sun, Xinyu Wang, Lei Wang, Yinhe Han, Xiaoming Chen, "PIMSYN: Synthesizing Processing-in-memory CNN Accelerators", in Design, Automation ...
Xinyu Wang's 5 research works with 5 citations, including: PIMSIM-NN: An ISA-based Simulation Framework for Processing-in-Memory Accelerators.
PIMSYN: Synthesizing Processing-in-Memory CNN Accelerators. DATE 2024: 1-6. [c74]. view. electronic edition @ ieee.org; no references & citations available.
A Behavior-Level Modeling Tool for Processing-In-Memory Architectures
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This work proposes a behavior-level modeling tool, MNSIM 2.0, to model the performance of PIM architectures efficiently and proposes the first unified PIM ...