Cochlea network model reveals how inner ear may sort sound from noise

Over 70 million people in the U.S. are impacted by hearing loss, and age-related hearing loss is the second most common ...
Quanta Magazine

After 80 Years, Mathematicians Give Famed ‘Erdős Method’ an Upgrade

Decades ago, Paul Erdős used randomness to illuminate the vast and weird world of networks. Now mathematicians are making his ...
techxplore

Communication-aware neural networks could advance edge computing

Edge computing is an emerging IT architecture that enables the processing of data locally by smartphones, autonomous vehicles, local servers, and other IoT devices instead of sending it to be ...
GitHub

pratyaynotfound/gine-edge-classification

Ground truth sourced from TC_Ground_Truth_Report_E3_Update.pdf (Kudu Dynamics / DARPA TC) and encoded in label_data.py as sets of malicious IPs and node UUIDs per day. Input: node features x [N, 387], ...
Digital Trends

Microsoft is killing one of Edge’s best features

Microsoft is quietly killing one of the best features in Edge, and if you’ve ever relied on it to stay organized online, this one hurts. Collections, the built-in tool that lets you save, group, and ...
IEEE

Graph Neural Networks With Interaction-Aware View Fusion for Graph Classification

Abstract: Graph neural networks (GNNs) have demonstrated outstanding performance in graph classification tasks. Most existing GNNs designed for graph classification adopt a structure that combines ...
Frontiers

Inferred global dense residue transition graphs from primary structure sequences enable protein interaction prediction via directed graph convolutional neural networks

Accurate prediction of protein-protein interactions (PPIs) is crucial for understanding cellular functions and advancing the development of drugs. While existing in-silico methods leverage direct ...
IEEE

Leveraging Graph Neural Networks and Multimodal Fusion for Enhanced Movie Genre Classification With Plots and Reviews

Abstract: Movie genre classification is essential for organizing cinematic content, improving recommendation systems, and supporting market analysis. Unimodal approaches relying solely on plot ...