Ternary Power Quality Monitoring and Prediction
In-band signalling across NPU networks — the zero state is the control plane.
Explore the Vision
Discover this technology through five complementary perspectives — from technical architecture to partnership outcomes. Each layer reveals a different aspect of how this innovation creates value.
In-band signalling across NPU networks — the zero state is the control plane.
What It IS
Technical VisionThe architectural essence — what makes this technology work
A network of neural processing units communicating through their inference streams alone. Modulations in zero-density carry synchronisation, routing, and health signals without any bandwidth overhead. The absence of computation becomes the presence of coordination.
Abstract
Real-time power quality assessment and predictive analytics using ternary neural networks for grid stability and fault prevention.
Visual Essence
A network of neural processing units communicating through their inference streams alone. Modulations in zero-density carry synchronisation, routing, and health signals without any bandwidth overhead. The absence of computation becomes the presence of coordination.
Technology Domains
Related Patents
From the silicon-constellation visual family
Activation Function Approximation for Ternary Domains
Multiple chips think as one — ternary models spanning beyond a single die.
Measurement and Decoherence in Ternary Qudits
Control signals hide inside the inference stream — zero-state density carries the message.
Ternary Network Robustness and Adversarial Training
Fleet-scale management of ternary NPUs — predictive maintenance across thousands of chips.
Quantum Error Correction for Ternary Systems
Swarm inference — edge devices collaborating to run models larger than any one of them.