v0.1.0 – Initial Release: Resonance-based symbolic coupling of heterogeneous neural networks in the AeonLayer

Overview

advanced-weighting-systems v0.1.0 provides the foundational resonance engine for the GenesisAeon stack. It enables dynamic, self-reflective coupling of arbitrary neural network architectures (Transformer, CNN, RNN, GraphNN, Spiking) inside a single AeonLayer using symbolic mirroring and entropy-governed weighting.

Built with diamond-setup --template genesis. 100 % English. ruff-clean. 138 tests @ 99.59 % coverage.

Core Features

• AeonLayer – central resonance container

  L_{\text{Aeon}} = \sum_i w_i \cdot M_i \cdot \sigma(\beta(R_i - \Theta))