Deep Learning with Yacine on MSNOpinion

Local response normalization (LRN) in deep learning – simplified!

Understand Local Response Normalization (LRN) in deep learning: what it is, why it was introduced, and how it works in ...
IEEE

CIR-NoC: Accelerating CNN Inference Through In-Router Computation During Network Congestion

Abstract: Traditional Network-on-Chip (NoC) architectures frequently suffer from network congestion when processing complex Convolutional Neural Network (CNN) models, primarily due to the massive data ...
IEEE

Depthwise Convolution with Winograd Algorithm for Efficient CNN Acceleration

This work explores an efficient convolutional acceleration framework tailored for edge devices by integrating Depthwise Convolution with the Winograd algorithm. Through RTL-based hardware ...