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.

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.
IEEE

LAGER: Layer-wise Graph Feature Extractor for Network Intrusion Detection

Abstract: Network Intrusion Detection Systems (NIDS) are crucial for safeguarding networks against evolving cyber threats. However, evaluations of NIDS often assume offline training, supervised ...
Beebom

What is Deep Learning in AI? Understanding How AI Really Works

Deep learning uses multi-layered neural networks that learn from data through predictions, error correction and parameter ...

What is CNN in Deep Learning? The AI Behind Computer Vision

Learn what CNN is in deep learning, how they work, and why they power modern image recognition AI and computer vision ...
IEEE

MTL-CNET: An Advanced Integrated Sensing and Communication Framework Utilizing Complex Neural Networks and Multi-Task Learning

Abstract: Integrated sensing and communication (ISAC) is anticipated as a “game-changer” for the sixth generation systems by enhancing both efficiency and reliability. However, critical challenges ...