• 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. ...