Leveraging Automated Mixed-Low-Precision Quantization for Tiny Edge Microcontrollers

von Rusci, Manuele
Veröffentlicht in IoT Streams (2. : 2020 : Online) IoT streams for data-driven predictive maintenance and IoT, edge, and mobile for embedded machine learning (2020)

Accelerating RNN-Based Speech Enhancement on a Multi-core MCU with Mixed FP16-INT8 Post-training Quantization

von Rusci, Manuele
Veröffentlicht in European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (2022 : Grenoble) Machine learning and principles and practice of knowledge discovery in databases ; Part 1 (2023)

PULP-TrainLib: Enabling On-Device Training for RISC-V Multi-core MCUs Through Performance-Driven Autotuning

von Nadalini, Davide
Veröffentlicht in SAMOS (22. : 2022 : Samos) Embedded computer systems (2022)