GitHub

Handwritten Digit Recognizer using CNN

A Deep Learning project that recognizes handwritten digits using a Convolutional Neural Network (CNN) trained on the MNIST dataset with TensorFlow/Keras. This project implements a Convolutional Neural ...
GitHub

CNN Classifying Fashion MNIST

Fashion MNIST is a popular dataset having thousands of pictures of clothes. It has been widely used to develop machine learning models for computer vision. The dataset is composed of 28x28 images in ...
IEEE

Photonic Convolutional Neural Networks Using Integrated Diffractive Optics

Abstract: With recent rapid advances in photonic integrated circuits, it has been demonstrated that programmable photonic chips can be used to implement artificial neural networks. Convolutional ...
IEEE

Parameter Training Methods for Convolutional Neural Networks With Adaptive Adjustment Method Based on Borges Difference

Abstract: This paper proposes a momentum algorithm based on Borges difference and an adaptive momentum (Adam) algorithm based on Borges difference to update parameters, which can adjust the momentum ...
AZoOptics

Open Mouse Brain Dataset Advances AI-Based Neuron Reconstruction

A difficulty-graded mouse brain dataset pairs 3D microscopy images with verified neuron reconstructions to support AI-driven ...