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ENTITY Physical Neural Networks

Physical Neural Networks

PulseAugur coverage of Physical Neural Networks — every cluster mentioning Physical Neural Networks across labs, papers, and developer communities, ranked by signal.

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  1. TOOL · CL_325120 ·

    Physical Neural Networks optimized with trainable routing

    Researchers have developed a novel method for optimizing Physical Neural Networks (PNNs) by treating the routing between signals and input variables as trainable parameters. This approach, utilizing Gumbel-Softmax repar…

  2. RESEARCH · CL_81973 ·

    LLM-guided framework optimizes neural networks for physical hardware

    Researchers have developed a new framework called UH-NAS, which uses LLMs to guide neural architecture search for physical neural networks. This approach co-optimizes task accuracy with hardware constraints like energy …