Latest Articles for Neural Networks

Researchers use neural networks to simulate off-shell effects in particle physics.

A new method that speeds up deep learning training without major changes.

Discover the potential of straightforward neural networks in machine learning.

Discover how Contextual Feedback Loops improve neural network accuracy and adaptability.

FedLEC improves federated learning performance by addressing label skews effectively.

A new method optimizes lookup tables using 'don't care' conditions.

Explore how learning rates shape AI training and performance.

A lightweight model designed to effectively separate mixed speech in noisy environments.

Meet RACA, a game changer in AI that cuts energy use while boosting performance.

Introducing MscaleFNO, a multi-scale approach reshaping how we study waves and materials.

A new method enhances AI's defense against tricky adversarial attacks.

Discover how deep ReLU networks learn and why injectivity matters.

Designing controllers for stability and performance in complex systems.

Learn how optimization layers are enhancing AI learning and decision-making.

Learn how advanced neural networks help robots navigate tricky situations.