most citedAutomatic High-quality Verilog Assertion Generation through Subtask-Focused Fine-Tuned LLMs and Iterative Prompting

2 citations · 2 across the 5 of their papers we have counts for

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cs.LG2024

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing

Nikhil P Ghanathe, Steven J E Wilton

TinyML models often operate in remote, dynamic environments without cloud connectivity, making them prone to failures. Ensuring reliability in such scenarios requires not only dete…

cs.LG2024

DNN Memory Footprint Reduction via Post-Training Intra-Layer Multi-Precision Quantization

Behnam Ghavami, Amin Kamjoo, Lesley Shannon +1

The imperative to deploy Deep Neural Network (DNN) models on resource-constrained edge devices, spurred by privacy concerns, has become increasingly apparent. To facilitate the tra…