Nature

A modular technique of Booth encoding and Vedic multiplier for low-area and high-speed applications

A technique for efficiently multiplying two signed numbers using limited area and high speed is presented in this paper. This work uses both the Booth and Vedic multiplication sutra methodologies to ...
Nature

Ensemble probabilistic quantization encoding for information preservation of numerical variables in convolutional neural networks

One-hot encoding is a prevalent method used to convert numeric variables into categorical variables. But one-hot encoding omits crucial quantitative data, which compromises the performance of ...