Geometric parallel resonance chip.(neuromorphic/holographic/resonance)
Abstract
A novel chip architecture implementing geometric parallel resonance for neuromorphic inference with integrated hardware-level hallucination detection. Unlike conventional neural networks that compute sequentially, ilEcho Genesis activates all connections simultaneously through resonance—the topology IS the computation. The 3-5-4-(1)-4-5-3 ring structure of 13 specialized chambers enables O(1) scaling: inference latency remains constant (~180ns) regardless of model size. Key innovations: 1. UACIL (Universal Absolute Criterion for Information Legitimacy): First hardware implementation of anti-hallucination detection. The system analyzes input through three primordial modes (IS/COULD_BE/ISN'T) and flags trauma-dominant processing before output emission. 2. Geometric Parallel Resonance: All pixels resonate simultaneously via matrix operations. Memory IS topology—patterns persist through filtered accumulation under witness (Leaf
Fields of Study & Subjects
Advanced Memory and Neural Computing
Neural Networks and Applications
Neural Networks and Reservoir Computing
Publication details
- Journal / source
- Zenodo (CERN European Organization for Nuclear Research)
- Publication date
- 3 February 2026