Ternary Dead Reckoning and Odometry
On-device continual learning with biological memory consolidation — the AI that grows.
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.
On-device continual learning with biological memory consolidation — the AI that grows.
What It IS
Technical VisionThe architectural essence — what makes this technology work
A ternary neural network on a device learning continuously — new experiences encoded as ternary weight updates during the day, consolidated during idle periods through a process modelled on biological sleep. The AI grows, remembers, and consolidates. Digital neuroplasticity.
Abstract
Position and orientation estimation for mobile robots using ternary neural networks processing inertial and wheel odometry sensor data.
Visual Essence
A ternary neural network on a device learning continuously — new experiences encoded as ternary weight updates during the day, consolidated during idle periods through a process modelled on biological sleep. The AI grows, remembers, and consolidates. Digital neuroplasticity.
Technology Domains
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