IEEE

Resource-efficient VLSI Architecture of Softmax Activation Function for Real-time Inference in Deep Learning Applications

Abstract: The Softmax activation function layer is the output layer in various Deep Learning (DL) models for multi-class classification applications. It computes the probability values for each input ...
IEEE

Toward Robust Cardiac Segmentation Using Graph Convolutional Networks

Abstract: Fully automatic cardiac segmentation can be a fast and reproducible method to extract clinical measurements from an echocardiography examination. The U-Net architecture is the current ...