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04/20/2023
ULEEN: A Novel Architecture for Ultra Low-Energy Edge Neural Networks
The deployment of AI models on low-power, real-time edge devices require...
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02/17/2023
HLSDataset: Open-Source Dataset for ML-Assisted FPGA Design using High Level Synthesis
Machine Learning (ML) has been widely adopted in design exploration usin...
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03/23/2022
CoMeFa: Compute-in-Memory Blocks for FPGAs
Block RAMs (BRAMs) are the storage houses of FPGAs, providing extensive ...
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03/03/2022
Weightless Neural Networks for Efficient Edge Inference
Weightless Neural Networks (WNNs) are a class of machine learning model ...
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07/19/2021
Compute RAMs: Adaptable Compute and Storage Blocks for DL-Optimized FPGAs
The configurable building blocks of current FPGAs – Logic blocks (LBs), ...
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06/13/2021
