AINeutralarXiv – CS AI · 3h ago5/10
🧠
Generalized Holographic Reduced Representations
Researchers propose Generalized Holographic Reduced Representations (GHRR), an advancement in Hyperdimensional Computing that improves how complex data structures are encoded through a flexible, non-commutative binding operation. The framework demonstrates enhanced performance when applied to transformer models, suggesting potential efficiency improvements for AI systems that bridge symbolic and connectionist approaches.