IEEE

Learning laws for deep convolutional neural networks with guaranteed convergence

Abstract: Convolutional Neural Networks (CNNs) have shown remarkable success across numerous tasks such as image classification, yet the theoretical understanding of their convergence remains ...

Beyond Prediction: Why Financial Services Needs Causal Architecture at the Core of Its AI Models

The results have been impressive by the metrics that matter to technology teams: accuracy rates, processing speeds, cost ...
2UrbanGirls on MSN

Teaching machines to see: How AI is transforming computer vision and deep learning research

Digital systems are expected to navigate real-world environments, understand multimedia content, and make high-stakes ...
2UrbanGirls on MSNOpinion

The new frontier of autonomy: Where AI's greatest skill is knowing its limits

Autonomous systems are often judged by how decisively they act. A car that accelerates smoothly into a merge or a robo ...

AI computation enables clearer views of the deep brain, bypassing the need for expensive equipment

Professor Iksung Kang (School of Electrical Engineering), in collaboration with Professor Na Ji's research team at UC ...
Tech Xplore

Brain-inspired approach can teach AI to doubt itself just enough to avoid overconfidence

Most contemporary artificial intelligence (AI) systems learn to complete tasks via machine learning and deep learning. Machine learning is a computational approach that allows models to uncover ...
Northwestern's McCormick School of Engineering

Exploring the Academic Research Process

During an April 2 showcase event, Research Track students presented the work they developed over the two quarters. The 12 ...
Communications of the ACM

Artificial Intelligence in Physics: ‘The Influence is Huge’

Now, artificial intelligence (AI) tools are providing powerful new ways to address long-standing problems in physics. “The ...

Learning Generative AI is not the first step of learning Generative AI

A misconception is currently thriving in the industry that one can become a Generative AI expert without learning ...
IEEE

Memristor-Based Brain Emotional Learning Neural Network With Attention Mechanism and Its Application

Abstract: The brain emotional learning (BEL) network offers several advantages when compared to traditional neural networks. It features a simpler structure, low computational complexity, and fast ...