The Quest for Open-Source tinyML Heterogeneous Hardware Acceleration: A 10+ Year PULP Journey Post date April 23, 2024 ← Streamlining tinyML application development using open-CMSIS and visual studio code → Between two worlds, high performance and ultra low power AI: challenges, trends, and solutions