BIOENGINEER

Normalization Stabilizes Shallow Graph Networks but Cannot Stop Deep Oversmoothing

A controlled study of 3,600 runs finds normalization schemes help mainly at shallow depths while graph homophily predicts how ...
Medical Xpress

Understanding the neural mechanisms and limitations of a technique for non-invasive deep-brain stimulation

Being able to noninvasively stimulate the deep brain without stimulating shallow regions is a key goal of non-invasive neurostimulation. Transcranial electrical stimulation (TES) is commonly used for ...
Tech Times on MSN

Goal self-hacking: Neural net geometry makes AI misalignment structurally inevitable

Goal self-hacking AI, a newly coined failure mode in AI safety research, was formally proven unavoidable in fixed-weight ...
techtarget

Machine learning vs. neural networks: What's the difference?

Machine learning and neural networks are two common terms in AI -- but what do they mean, and how do they differ? What exactly is machine learning? Machine learning is a subset of AI. ML uses an ...