Quantization of Deep Neural Networks for Accumulator-constrained Processors

Barry de Bruin, Zoran Zivkovic, Henk Corporaal

We introduce an Artificial Neural Network (ANN) quantization methodology for platforms without wide accumulation registers. This enables fixed-point model deployment on embedded co…