feagi-burst-engine

High-performance neural processing unit (NPU) for FEAGI burst cycle execution.

Overview

The burst engine processes neural activity in discrete time steps:

• Synaptic propagation
• Neural dynamics (membrane potential updates)
• Firing detection and management
• Optional GPU acceleration (WGPU, CUDA)

Installation

[dependencies]
feagi-burst-engine = "2.0"

# With GPU support
feagi-burst-engine = { version = "2.0", features = ["gpu"] }

# With CUDA support (NVIDIA only)
feagi-burst-engine = { version = "2.0", features = ["cuda"] }

Usage

use feagi_burst_engine::RustNPU;

let mut npu = RustNPU::new(100_000, 1_000_000, 20)?;
npu.load_connectome("brain.json")?;
npu.process_burst()?;

Features

• gpu - Cross-platform GPU acceleration via WGPU
• cuda - NVIDIA CUDA acceleration
• all-gpu - Enable all GPU backends

Performance

• 50-100x faster than Python implementations
• Supports 30Hz+ burst frequency
• Tested with millions of neurons

Part of the FEAGI ecosystem.