GitHub

transfer-learning-with-cnn

A Deep Learning Humerus Bone Fracture Detection Model which classifies a broken humerus bone X-ray image from a normal X-ray image with no fracture using Back Propagation, Regularization, ...
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 ...
GitHub

convolutional-neural-networks-cnn

PyTorch implementation of Two Pathway CNN and Cascaded architectures for automatic brain tumor segmentation on BraTS 2020 MRI dataset. Implements TwoPathCNN, InputCascadeCNN, LocalCascadeCNN, and ...
IEEE

A Gradient Boosting Approach for Training Convolutional and Deep Neural Networks

Abstract: Deep learning has revolutionized computer vision and image classification domains. In this context Convolutional Neural Networks (CNNs) based architectures and Deep Neural Networks (DNNs) ...