A multilayer neural accelerator with binary activations based on phase-change memory

HIGHLIGHTS

  • who: Stefano Bianchi et al. from the (UNIVERSITY) have published the paper: A Multilayer Neural Accelerator With Binary Activations Based on Phase-Change Memory, in the Journal: (JOURNAL)
  • what: In this work a novel approach to the conceptual and technical design of integrated neural networks is proposed. To relax the power hunger and complexity of state-of-the-art solutions the authors propose a fully analog computing approach where the analog-to-digital converter (ADC) is replaced by a simple comparator. The authors focus on the interaction between these nonidealities and the Heaviside activation of . . .

     

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