Poor Man's Training on MCUs: A Memory-Efficient Quantized Back-Propagation-Free Approach

Yequan Zhao, Hai Li, Ian Young +1

Back propagation (BP) is the default solution for gradient computation in neural network training. However, implementing BP-based training on various edge devices such as FPGA, mic…