Big-little adaptive neural networks on low-power near-subthreshold processors

HIGHLIGHTS

  • who: Zichao Shen and colleagues from the (UNIVERSITY) have published the research work: Big-Little Adaptive Neural Networks on Low-Power Near-Subthreshold Processors, in the Journal: (JOURNAL)
  • what: To address these issues the authors propose and evaluate alternative u2018big-little` neural network strategies to improve battery life while maintaining prediction accuracy. Maximizing device usage time is an important goal and, focusing on this objective, the authors investigate an adaptive u2018big-little` neural_network system which consists of a big network and multiple little networks to achieve energy-saving inference by limiting the number of big . . .

     

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