2 papers
cs.AI2026
Dynamical Systems Analysis Reveals Functional Regimes in Large Language Models
Hassan Ugail, Newton Howard
Large language models perform text generation through high-dimensional internal dynamics, yet the temporal organisation of these dynamics remains poorly understood. Most interpreta…
q-bio.NC2025
Quantifying the Dynamics of Consciousness using Hierarchical Integration, Organised Complexity and Metastability
Hassan Ugail, Newton Howard
Quantifying the neural signatures of consciousness remains a major challenge in neuroscience and AI. Although many theories link consciousness to rich, multiscale, and flexible neu…