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

Abstract: Spiking neural networks (SNNs) are garnering increasing attention due to their potential to explore the complexities of the human brain and utilize its capabilities. The broad spectrum of ...

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

Graph Neural Networks (GNNs) have become a powerful tool in order to learn from graph-structured data. Their ability to capture complex relationships and dependencies within graph structures, allows ...