Regularization

Regularization for Hybrid N-Bit Weight Quantization of Neural Networks on Ultra-Low Power Microcontrollers

We propose a novel regularization method for hybrid quantization of neural networks, enabling efficient deployment on ultra-low power microcontrollers in embedded systems. Our approach introduces alternative regularization functions and a uniform …