Core Lab Pack MOD 00–05 • Included in Core License
Biometric Assessment Matrix
Establishes the subject's true autonomic baseline prior to trial onset. Maps starting vagal tone and sympathetic floor to prevent white-coat skew.
- Automated 3-minute baseline protocol
- Dynamic range calculation
Cardiac Ingest & Artifact Scrubbing
Ingests raw 1/1024s micro-intervals from Polar sensors via WebBluetooth, applying a non-destructive 5-beat running median filter to eliminate strap-slip noise.
- 5-beat running median filter
- Ectopic beat interpolation
Time-Domain RMSSD Core
Computes true parasympathetic tone using a rapid 15-second sliding window, revealing hyper-acute vagal shifts the second they occur.
- Real-time sliding variance tracking
- High-frequency vagal isolation
Baevsky Stress Index Engine
Maps systemic sympathetic load via 50ms histogram mode-amplitude binning to quantify exact regulatory strain during physical or cognitive stressors.
- 50ms histogram binning
- Sympathetic load quantification
Dual-Metric Coincidence Gate™
Triggers a "T-45s Warning" when extreme parasympathetic withdrawal directly coincides with a sympathetic surge, predicting behavioral escalation.
- Cross-metric gating thresholds
- Predictive behavioral warnings
Kinetic Veto & Ambulatory Filter
Utilizes 3-axis accelerometer magnitude vectors to pause stress alarms during physical exertion, preventing exercise from triggering false-positive stress alerts.
- 3-axis motion cancellation
- Intelligent alarm suppression
Enterprise Master Suite MOD 06–17 • Neuro, IOA, LSL Bridge & AI Salvage
Hans Berger Cortical ERD
Direct integration with Muse EEG hardware. Maps 10Hz Alpha waves in real time, calculating ≥40% Event-Related Desynchronization (ERD) attention locks.
- Ambulatory 4-channel EEG support
- Real-time Power Spectral Density
Rescorla-Wagner Behavioral Tagging
Slices continuous physiological telemetry into discrete behavioral trial windows, anchoring autonomic shifts directly to prediction errors (+PE, 0PE, -PE).
- Customizable hotkey trial markers
- Automated trial-epoch slicing
Web Audio Bio-Sonification
Translates silent physiological shifts into audible frequencies via the Web Audio API so technicians can hear vagal withdrawal in real time.
- Pitch-mapped RMSSD synthesizer
- Zero-latency audio biofeedback
Multi-Stream Dyadic Sync
Ingests two independent telemetry streams simultaneously (e.g., Clinician & Patient or Handler & K9) to map interpersonal coupling (r).
- Dual BLE hardware ingestion
- Real-time Pearson cross-correlation
Multi-Sensor Clock Alignment Bridge
Anchors irregular ECG packets and high-speed EEG frames to a unified browser clock using physical kinetic Tap-Sync calibration.
- Microsecond timeline interpolation
- Kinetic tap-sync anchoring
Video IOA Scoring Engine
Allows two independent observers to score trial videos side-by-side, automatically computing Inter-Observer Agreement and Cohen's Kappa.
- Dual-observer hotkey logging
- Automated Cohen's Kappa certification
Biometric IOA Concordance
Cross-references human behavioral observation against internal autonomic breaches in a 2x2 contingency matrix to quantify silent masking.
- Machine-to-human reliability matrices
- Behavioral masking quantification
Offline CSV Telemetry Workbench
Drag and drop historical Polar, Kubios, or custom CSV logs to scrub artifacts, generate Poincaré plots, and export clean arrays.
- Universal CSV auto-parsing
- Interactive Poincaré & Tachogram plots
LSL & MATLAB/Python API Bridge
Broadcasts synchronized ECG, EEG, and Rescorla-Wagner marker outlets over Lab Streaming Layer (LSL) and WebSockets into MATLAB, Python, or PsychoPy.
- Real-time LSL outlet streaming
- Direct Python/MATLAB socket ingest
ML Artifact Isolation & Reconstruction
Uses accelerometer-informed 1D-CNN and spline reconstruction to salvage heavily corrupted ambulatory trial segments without dropping epochs.
- Automated corrupted-epoch salvage
- SNR gain & confidence scoring
Multi-Node Group Synchrony Matrix
Simultaneously cross-correlates 4+ participant nodes to measure team co-regulation, identify phase pacemakers, and track stress contagion.
- 4-node cohort coherence tracking
- Phase leadership identification
Automated Surrogate Data & Statistics
Runs 1,000-permutation phase-randomization and block-resampling tests to output publication-ready Z-scores, p-values, and APA/IEEE text blocks.
- Monte Carlo surrogate hypothesis testing
- Instant APA/IEEE statistical reporting
Elite Spatial, Bench & Coherence Suites MOD 18–24 • XR, HIL Bench, BCI & Fusion Engines
XR Operant Stimulus Deck
Immersive extended reality stimulus integration designed for smart glasses (INAIR / VITURE), locking virtual task cues directly to real-time autonomic shifts.
- XR smart glasses native integration
- Dynamic stimulus-response pairing
Synthetic Wave & Impedance Rig
Hardware-in-the-Loop (HIL) calibration bench generating synthetic ECG and EEG waveforms to test signal fidelity and electrode impedance before live trials.
- Signal injection & HIL testing
- Impedance verification protocols
Exclusive EEG Suite Bundle
Advanced multi-channel cortical telemetry bundle engineered for high-frequency ERD mapping, attentional locking, and deep frequency band analysis.
- High-frequency cortical analysis
- Dedicated window sync routing
BCI Gaming & Cognitive Suite
Standalone brain-computer interface gaming arena translating zero-PE cortical feedback directly into interactive low-latency neurofeedback mechanics.
- Zero-PE game loop mapping
- Interactive neurofeedback training
GATT-Lock Sync Bridge Middleware
Cross-tab BroadcastChannel architecture that bypasses single-hardware BLE connection locks to multiplex sensor streams across secondary monitors instantly.
- Multi-tab BLE stream multiplexing
- Zero-latency synchronization bridge
Neuro-Cardiac Coherence Engine
Unified capstone fusion engine combining simultaneous EEG and HRV streams to track real-time coherence ratios and predict stress spikes up to 45s early.
- Dual-stream neuro-cardiac fusion
- Predictive T-45s stress forecasting