Gwen XiaoDeep Learning Technologies Transforming Diagnostic ImagingImagine standing at a crossroads where the paths of traditional medical imaging and futuristic technology intersect. This is where we find…Jun 5Jun 5
Gwen XiaoUnlocking the Potential of Physics-Informed Neural Networks (PINNs)In the world of scientific computing, we’re always on the lookout for models that do more than just predict; we want them to reflect the…Jun 4Jun 4
Gwen XiaoFuture Research Directions in Deep Learning and Machine LearningAs I explore the expansive horizons of deep learning and machine learning, the journey to identify my next research paper topic is as…May 24May 24
Gwen XiaoBridging Control Theory and Neural Networks: Enhancing Models in Robotics and Autonomous SystemsBuilding on our previous exploration of Neural Ordinary Differential Equations (Neural ODEs) [here], this article explores the integration…May 16May 16
Gwen XiaoNeural Ordinary Differential Equations (Neural ODEs): Rethinking ArchitectureNeural Ordinary Differential Equations (Neural ODEs) offer a fresh perspective on designing neural network architectures by treating…May 14May 14
Gwen XiaoFeed Forward Neural Network Basics 2— The MathsUnderstanding the math behind neural networks and important. We will talk about crucial information about the constraints of single layer…Apr 24, 2023Apr 24, 2023
Gwen XiaoFeed Forward Neural Network Basics 1 — OverviewWhat is Feed Forward Neural Network?Mar 11, 20231Mar 11, 20231