@ruvector/nervous-system-wasm

@ruvector/nervous-system-wasm

WASM bindings for bio-inspired AI components - Hyperdimensional Computing (HDC), Behavioral Time-Scale Plasticity (BTSP), and neuromorphic computing.

Features

• Hyperdimensional Computing (HDC): High-dimensional vector operations for cognitive computing
• Behavioral Time-Scale Plasticity (BTSP): Biologically-inspired learning mechanisms
• Neuromorphic Computing: Brain-inspired computing primitives
• Spiking Neural Networks: Event-driven neural computation

Installation

npm install @ruvector/nervous-system-wasm

Usage

import init, {
  HyperdimensionalMemory,
  BTSPNeuron,
  SpikingNetwork
} from '@ruvector/nervous-system-wasm';

await init();

// Create HDC memory
const hdc = new HyperdimensionalMemory(dimension);
hdc.encode("concept", data);
const similar = hdc.query(vector);

// Create BTSP neuron
const neuron = new BTSPNeuron(config);
neuron.process(input);

// Create spiking network
const snn = new SpikingNetwork(topology);
snn.simulate(spikes, duration);

Components

Hyperdimensional Computing

• Binary/bipolar hypervectors
• Bundling and binding operations
• Similarity search

BTSP Learning

• Plateau potentials
• Dendritic computation
• Temporal credit assignment

Neuromorphic Primitives

• Leaky integrate-and-fire neurons
• STDP learning
• Spike encoding/decoding

License

MIT

Links

• GitHub Repository
• Documentation