Listar por tema "Edge computing"

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    • openAccess   Anomaly detection based on Artificial Intelligence of Things: A Systematic Literature Mapping 

      Trilles, Sergio; Hammad, Sahibzada Saadoon; Iskandaryan, Ditsuhi Elsevier (2024-04-01)
      Advanced Machine Learning (ML) algorithms can be applied using Edge Computing (EC) to detect anomalies, which is the basis of Artificial Intelligence of Things (AIoT). EC has emerged as a solution for processing and analysing ...

    • openAccess   Optimising Convolutions for Deep Learning Inference On ARM Cortex-M Processors 

      Maciá-Lillo, Antonio; Barrachina Mir, Sergio; Fabregat Llueca, German; Dolz, Manuel F. Institute of Electrical and Electronics Engineers Inc. (2024-04-30)
      We perform a series of optimisations on the convolution operator within the ARM CMSIS-NN library to improve the performance of deep learning tasks on Arduino development boards equipped with ARM Cortex-M4 and M7 microcontrollers. ...