SiliconANGLE

Halcyon nabs $100M to block ransomware with capsule neural networks

Halcyon Tech Inc., a startup using capsule neural networks to fend off ransomware attacks, today announced that it has closed a $100 million Series C round. Evolution Equity Partners led the ...
Nature

Multiclass lung cancer detection using a hybrid capsule inspired deep neural network

Convolutional Neural Networks are widely used in lung cancer detection for more than a decade. However, it suffers from preserving spatial relationships among features, leading to dead units in deeper ...
Nature

Interpretable capsule networks via self attention routing on spatially invariant feature surfaces

The accurate and efficient evaluation and classification of situational images is fundamental to making informed and effective decisions. However, current classification approaches based on ...
Digital Journal

Neural networks, machine learning? Nobel-winning AI science explained

British-Canadian Geoffrey Hinton, known as a ‘godfather of AI’, and American John Hopfield were given 2024’s Nobel Prize for Physics – Copyright AFP Jonathan ...
Phys.org

Using geometry and physics to explain feature learning in deep neural networks

Deep neural networks (DNNs), the machine learning algorithms underpinning the functioning of large language models (LLMs) and other artificial intelligence (AI) models, learn to make accurate ...