AIBullisharXiv – CS AI · 6h ago7/10
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LLM-Guided Neural Architecture Search for Robust Co-Design of Physical Neural Networks
Researchers introduce UH-NAS, an LLM-guided neural architecture search framework that optimizes neural networks for unconventional hardware platforms by co-designing for accuracy and hardware-specific constraints like energy efficiency and physical imperfections. The approach demonstrates superior performance on optical computing hardware compared to existing methods, advancing the practical deployment of AI on emerging computing substrates.
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