Offline BCI
Routing Engine
SnapBack is a zero-latency, brokerless physiological grounding system. It throttles AI autonomy based on real-time ERN spikes, ensuring human agency in automated loops.
Signal Latency: 0.14ms
Architecture Matrix
DSP Router
Real-time digital signal processing pipeline optimized for high-frequency EEG data streams with zero-copy memory architecture.
Command Center
60FPS low-level oscilloscope monitoring core physiological telemetry and system interrupts.
OS-Hook AI Agent
Cognitive RAG implementation that hooks directly into system-level operations for instantaneous AI throttling.
Robotics Sandbox
Direct physical actuator control interface with integrated neuro-safety protocols for hardware autonomy.
ERN Kill-Switch
Instantaneous mission-abort protocol triggered by Error-Related Negativity detection in the prefrontal cortex.
Precision Core Features
Engineered for the constraints of low-latency human-in-the-loop systems where every millisecond determines the safety of the interaction.
- check_circle SUB-MILLISECOND LATENCY
- check_circle OFFLINE-FIRST ARCHITECTURE
- check_circle ZERO THIRD-PARTY BROKERS
storage SQLite Black Box
Every decision, neural state, and system interrupt is logged to a local, encrypted SQLite database for post-mortem forensic analysis.
hub Multi-Stream Sync
Synchronize LSL (Lab Streaming Layer) streams with hardware telemetry at microsecond precision for unified session logs.
shield Physiological Guardrails
Set hard limits on AI confidence intervals. If human frustration or error-perception spikes, SnapBack reverses the last action.
code Native C++ Bindings
Core engine written in optimized C++ with Python wrappers for researchers and rapid prototyping in the Sandbox.
Hardware Bridge
SnapBack interfaces directly with professional-grade neuro-hardware. Deploy to live physical environments or test logic in high-fidelity simulation modes.
Full support for OpenBCI Cyton, Muse 2/S, and Ganglion boards.
Synthetic EEG data generator for software-only development and testing.
Post-Mortem Analytics
Visualize session topography and decision trees with integrated Matplotlib exports. Analyze the delta between AI intent and human validation.
Ready for Deployment?
Download the SnapBack core, connect your hardware, and begin building safer human-AI collaborative environments today.
terminal Initialize SnapBack