Memory-Optimal Direct Convolutions for Maximizing Classification Accuracy in Embedded Applications

Albert Gural, Boris Murmann

Abstract: 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 classific...