2019
Memory-Optimal Direct Convolutions for Maximizing Classification Accuracy in Embedded Applications
ICML 2019oral
In the age of Internet of Things (IoT), embedded devices ranging from ARM Cortex M0s with hundreds of KB of RAM to Arduinos with 2KB RAM are expected to perform increasingly sophisticated classification tasks, such as voice and gesture recognition, activity tracking, and biometric security. While co…