🧬 CTM Nervous System v5.0 — Dual 256D Pipeline

Continuous Thought Machine for ART-17 Hypergraph Coherence

Based on arXiv:2505.05522 - Sakana AI

v5.0 Improvements (Markovian Synapses + L7-L13 VSA Binding)

  • Markovian Synapses: Synaptic dynamics parameterized as state transitions to enforce stability and prevent drift.
  • 256D Dual-Vector Pipeline: Desacoupled flow where CTM processes V_neuro and ONNX specialists process V_phenom.
  • Active Homology & VSA Binding: Gudhi Betti numbers + L7-L11 pre-holographic filters + L13 Circular Convolution FFT.
  • Direct API Ingestion: Endpoints /inject_vector and /auto_poll inherited from cuaderno2.

Process 256D SNN/biological input through CTM (v5.0)

Architecture: CTM as Nervous System → Hypergraph as Coherent Thought (L13)

v5.0 Pipeline: V_neuro[256D] → CTM v5.0 (Markovian Synapses, T ticks) → sync_vec[32]→8x8 → Gudhi Betti → L13 proposed edges (+ V_phenom → ONNX Specialists)

ONNX Specialists: omega21_brain (256D native ✅) | art_17_capa3_5 (2048D adapter) | atoms (needs .data files)