FEAGI Plasticity Module

This crate implements synaptic plasticity algorithms for FEAGI:

• STDP (Spike-Timing-Dependent Plasticity)
• Memory formation with pattern detection
• Memory neuron lifecycle management
• Neuron ID allocation system

Architecture

• High-performance Rust implementation
• SIMD-friendly data structures
• Thread-safe operations
• RTOS-compatible design

feagi-plasticity

Synaptic learning algorithms for FEAGI - STDP and memory formation.

Overview

Implements biological learning mechanisms:

• STDP (Spike-Timing-Dependent Plasticity)
• Temporal pattern detection
• Memory neuron management
• Memory pattern replay to twin cortical areas
• Weight update rules

Installation

[dependencies]
feagi-plasticity = "2.0"

Usage

use feagi_plasticity::service::{PlasticityService, PlasticityConfig};

// Apply learning rules during or after burst cycles

Use Cases

• Training systems
• Online learning
• NOT required for inference-only deployments

Part of the FEAGI ecosystem.