Crate feagi_npu_plasticity 

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

Re-exports

pub use executor::AsyncPlasticityExecutor;

pub use executor::PlasticityExecutor;

pub use memory_neuron_array::MemoryNeuronArray;

pub use memory_neuron_array::MemoryNeuronLifecycleConfig;

pub use memory_neuron_array::MemoryNeuronStats;

pub use memory_stats_cache::create_memory_stats_cache;

pub use memory_stats_cache::get_area_stats;

pub use memory_stats_cache::get_stats_snapshot;

pub use memory_stats_cache::init_memory_area;

pub use memory_stats_cache::on_neuron_created;

pub use memory_stats_cache::on_neuron_deleted;

pub use memory_stats_cache::remove_memory_area;

pub use memory_stats_cache::MemoryAreaStats;

pub use memory_stats_cache::MemoryStatsCache;

pub use neuron_id_manager::AllocationStats;

pub use neuron_id_manager::NeuronIdManager;

pub use neuron_id_manager::NeuronType;

pub use pattern_detector::BatchPatternDetector;

pub use pattern_detector::PatternConfig;

pub use pattern_detector::PatternDetector;

pub use pattern_detector::TemporalPattern;

pub use service::PlasticityCommand;

pub use service::PlasticityConfig;

pub use service::PlasticityService;

pub use service::ReplayFrame;

pub use stdp::compute_activity_factors;

pub use stdp::compute_timing_factors;

pub use stdp::STDPConfig;

Modules

executor

Plasticity Executor Abstraction Layer

memory_neuron_array

Memory Neuron Array - Structure of Arrays for memory neurons with lifecycle management

memory_stats_cache

Global memory area statistics cache

neuron_id_manager

Neuron ID allocation system for memory and regular neurons

pattern_detector

High-performance temporal pattern detection using native HashSets

service

Plasticity Service - orchestrates STDP and memory formation

stdp

STDP (Spike-Timing-Dependent Plasticity) computation

stdp_core

Pure STDP computation (platform-agnostic, no_std compatible)

Constants

VERSION

Crate version from Cargo.toml