A processing-in-pixel-in-memory paradigm for resource-constrained tinyml applications

HIGHLIGHTS

  • who: Gourav Datta from the University of USA have published the Article: A processing-in-pixel-in-memory paradigm for resource-constrained TinyML applications, in the Journal: Scientific Reports Scientific Reports
  • what: Towards that end, the authors propose a novel in-situ computing paradigm at the sensor nodes called Processingin-Pixel-in-Memory ­(P2M), illustrated in Fig 1, that incorporates both the network weights and activations to enable massively parallel, high-throughput intelligent computing inside CISs. The authors propose a novel processing-in-pixel-in-memory ­(P2M) paradigm for resource-constrained sensor intelligence applications, wherein . . .

     

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