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20212025
most citedHLSDataset: Open-Source Dataset for ML-Assisted FPGA Design using High Level Synthesis

2 citations · 4 across the 8 of their papers we have counts for

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Showing 2023Show all

3 papers · 1 filter

cs.AR2023

PIMSAB: A Processing-In-Memory System with Spatially-Aware Communication and Bit-Serial-Aware Computation

Aman Arora, Jian Weng, Siyuan Ma +2

Bit-serial Processing-In-Memory (PIM) is an attractive paradigm for accelerator architectures, for parallel workloads such as Deep Learning (DL), because of its capability to achie…

cs.AR2023

ULEEN: A Novel Architecture for Ultra Low-Energy Edge Neural Networks

Zachary Susskind, Aman Arora, Igor D. S. Miranda +9

The deployment of AI models on low-power, real-time edge devices requires accelerators for which energy, latency, and area are all first-order concerns. There are many approaches t…

cs.AR2023★ 2 cited

HLSDataset: Open-Source Dataset for ML-Assisted FPGA Design using High Level Synthesis

Zhigang Wei, Aman Arora, Ruihao Li +1

Machine Learning (ML) has been widely adopted in design exploration using high level synthesis (HLS) to give a better and faster performance, and resource and power estimation at v…