Energy-performance assessment of oscillatory neural networks based on vo2 devices for future edge ai computing

HIGHLIGHTS

  • who: LICENSE and collaborators from the (UNIVERSITY) have published the Article: Energy-Performance Assessment of Oscillatory Neural Networks based on VO2 Devices for Future Edge AI Computing, in the Journal: (JOURNAL)
  • what: The authors investigate how ONN computation time and memory capacity scale with the number of oscillators. The authors show that ONN grows linearly when scaling up the network making it suitable for large-scale integration at the edge. The authors investigate the design knobs for minimizing the ONN Assisted by TCAD simulations the authors report on scaling of VO2 devices in crossbar geometry . . .

     

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