This example shows how to perform quantization aware training as a way to prepare a network for quantization. Quantization aware training is a method that can help recover accuracy lost due to ...

In this folder there are a couples of scripts that i designed, most of them used for engineering analysis and simulation: ADC Quantization Error Analysis: Serves more ...

EDA startup Catalytic this week will release a tool that it claims will speed up MATLAB simulation 10× to 200×, thus eliminating the need for engineers to manually translate MATLAB algorithms into C ...

Abstract: Most practical FPGA designs of digital signal processing (DSP) applications are limited to fixed-point arithmetic owing to the cost and complexity of floating-point hardware. While mapping ...

Abstract: An architecture to simplify the circuit implementation of analog-to-digital (A/D) converter in a sigma-delta (ΣΔ) modulator is proposed. The two-step quantization technique is utilized to ...