ruvector-nervous-system-wasm

What problem does it solve?

This Skill provides bio-inspired AI components compiled to WebAssembly, enabling advanced machine learning tasks like classification, one-shot learning, and neural network simulation directly in the browser or Node.js environments.

Core Features & Use Cases

• Hyperdimensional Computing (HDC): For ultra-fast classification and pattern recognition.
• Behavioral Time-Scale Synaptic Plasticity (BTSP): For efficient one-shot learning.
• Neuromorphic Spiking Networks: For simulating brain-like neural processes.
• Use Case: Implement a brain-inspired classifier in a web application that can learn new categories from a single example, or simulate a spiking neural network for research purposes.

Quick Start

Initialize the nervous system WASM module and then create a new HyperdimensionalComputing instance.