Nature

Exact feature collisions in neural networks

Predictions made by deep neural networks have been shown to be highly sensitive to small changes made in the input space where such maliciously crafted data points containing small perturbations are ...
Nature

Pseudo datasets estimate feature attribution in artificial neural networks

Neural networks demonstrate exceptional predictive performance across diverse classification tasks. However, their lack of interpretability restricts their widespread application. Consequently, in ...
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 ...
The Manila Times

WiMi Develops Quantum Convolutional Neural Network Model for Classical Data Classification

WiMi Hologram Cloud Inc. (NASDAQ: WIMI) ('WIMI' or the 'Company'), a leading global Hologram Augmented Reality ('AR') Technology provider, has completed systematic benchmark testing on fully ...