GitHub

Convolutional Neural Network for Object Detection

This project involves implementing the forward pass of an 18-layer Convolutional Neural Network (CNN) in MATLAB for object detection. The goal is to classify 32x32x3 images into one of ten categories, ...
GitHub

Releases: PengLiu1993/softmax-in-matlab

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Europe PMC

Deep Classification with Linearity-Enhanced Logits to Softmax Function.

Recently, there has been a rapid increase in deep classification tasks, such as image recognition and target detection. As one of the most crucial components in Convolutional Neural Network (CNN) ...
IEEE

Hardware-Efficient SoftMax Architecture With Bit-Wise Exponentiation and Reciprocal Calculation

Abstract: The SoftMax function is one of the activation functions used in deep neural networks (DNN) to normalize input values to the range of (0,1). With the advent of DNN models including the ...
IEEE

Digital Implementation of the Softmax Activation Function and the Inverse Softmax Function

Abstract: An increase in interest in Deep Neural Networks can be attributed to the recent successes of Deep Learning in various AI applications. Deep Neural Networks form the implementation platform ...