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Showing 1 to 2 of 2 for “"Resource-constrained microcontroller"”.

  1. Taming TinyML: deep learning inference at computational extremes

    … However, such devices are typically powered by microcontroller units (MCUs), which have orders of magnitude fewer computational resources than what is typically required to execute neural networks. This resource scarcity presents a significant obstacle for on-device deep learning, forcing …

    cambridge Repository record for Taming TinyML: deep learning inference at computational extremes (opens in a new tab)

  2. Thread Scheduling in Embedded Runtime Systems

    … the design space of thread scheduler on the resource-constrained embedded run-time system. The current state-of-art priority-based scheduler heavily relies on developers deliberate tuning of the programs to achieve good performance or even correct behavior. A simple mistake in setting the …

    rice Repository record for Thread Scheduling in Embedded Runtime Systems (opens in a new tab)