In recent decades, many researchers and practitioners have always been focusing on the optimal design approach of feedforward neural network (FNN). However, it is still a challenge that FNN has a ...

This study proposes a novel constructive framework for quantifying and attaining the maximum pattern storage capacity of single-layer binary feedforward neural networks.

A hybrid approach to AI is powering Amazon’s Rufus shopping assistant and cutting-edge warehouse robots.

Understanding how neural networks learn remains one of the central challenges in machine learning research. From random at the start of training, the weights of a neural network evolve in such a way ...