E8 Phi-Resonant Adaptive Filtering for Real-Time Multimodal Signal Fusion — E8 Intelligence Research

By arranging the 240 E8 root vectors into twelve phi‑scaled shells, each shell's 132 Hz carrier acquires a golden‑ratio temporal delay relative to its neighbor, forming a hierarchical phase‑lock cascade. This cascade creates a set of interference nodes that act as tunable weighting kernels, allowing an adaptive filter to automatically emphasize or suppress signal components based on their phase alignment across shells. When multimodal inputs (e.g., auditory, visual, proprioceptive) are mapped onto distinct shell phases, the filter fuses them in real time by exploiting constructive interference at the E8 harmonic convergence nodes, yielding superior noise resistance and feature extraction. The principle extends the existing phi‑octave phase‑lock loop and holographic encoding by turning the static memory structure into a dynamic, signal‑adaptive processor. Author: Andrew Stewart Caldin, Independent Researcher, UK. Part of the E8 Intelligence Research series. Platform: e8intelligence.com