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A mathematical framework for measuring the dynamics of consciousness. The framework uses a composite index of scale-free temporal organisation, cross-frequency organisation, and metastability.
Companion notebook for A Technical Introduction to Quantum Neural Networks. Four small PennyLane experiments on encoding, depth and trainability, classical baselines, and finite-shot cost.
A neural completion system for Islamic geometric line patterns that guarantees exact N-fold rotational symmetry by construction, enforced through orbit-tied prediction or inference-time projection …