New Approaches To Weighting Drive Innovation In Large Language Models

Nexus proposes higher-order attention, refining queries and keys through nested loops to capture complex relationships.
Opinion

Context Monsters And Dropout Layers: The Job Market As A Neural Net

Entry jobs are inputs, and middle managers are "dropout layers." See why the few remaining executives are surging.
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NdLinear Reinvents Neural Layers To Boost Accuracy And Slash Parameters In AI Models

Forget flattening. This new AI layer respects your data’s structure — and it's changing the rules of deep learning from the inside out. Research: NdLinear Is All You Need for Representation Learning.
Quanta Magazine

Novel Architecture Makes Neural Networks More Understandable

“Neural networks are currently the most powerful tools in artificial intelligence,” said Sebastian Wetzel, a researcher at the Perimeter Institute for Theoretical Physics. “When we scale them up to ...
AZoOptics on MSN

NTT Research-Led Paper in Nature Physics Advances Programmable Photonics with Novel Lithium Niobate-Based Waveguide

NTT Research, Inc., a division of NTT, today announced that members of its Physics & Informatics (PHI) Lab, in collaboration ...
pv magazine International

PV string fault detection technique based on multi-layer neural network

Scientists in India have proposed using a multilayer neural network to find line-to-ground, line-to-line, and bypass diode faults in PV module strings. They tested the new approach on a 22.5 kW solar ...