MicroNAS: Memory and Latency Constrained Hardware-Aware Neural Architecture Search for Time Series Classification on Microcontrollers

no code implementations • 27 Oct 2023 • Tobias King, Yexu Zhou, Tobias Röddiger, Michael Beigl

Therefore, we adapt the concept of differentiable neural architecture search (DNAS) to solve the time-series classification problem on resource-constrained microcontrollers (MCUs).

Hardware Aware Neural Architecture Search Neural Architecture Search +2