REVIEWAccepted on 03 Jun 2025Quantized Convolutional Neural Networks: A Hardware PerspectiveLi ZhangOlga KrestinskayaMohammed FoudaAhmed Mohamed EltawilKhaled Nabil Salamadoi 10.3389/felec.2025.1469802