Deploy real-time ECG classification, SpO2 monitoring, and vital sign analysis directly on your medical device MCU. Offline, deterministic, with hardware-level IP protection.
Cloud-based analysis adds seconds of delay. For arrhythmia detection, a delayed alert can be the difference between intervention and incident.
Transmitting raw ECG or health signals to external servers raises GDPR, HIPAA, and patient consent issues. On-device processing eliminates the risk entirely.
Continuous BLE/WiFi transmission drains battery life. Wearable devices need to last days, not hours. Offline inference cuts power consumption dramatically.
Luviner’s engine family trains Neural Networks on your physiological data and compiles them to pure C for ARM Cortex-M. Multiple specialized architectures — AutoML selects the best for your application. Deterministic, quantized, no floating-point rounding — ready for regulatory validation.
5-class AAMI classification (N, S, V, F, Q) in real-time. Models under 20 KB Flash, fully on-device, no cloud dependency. Performance depends on dataset and feature engineering — contact us for a feasibility assessment.
Continuous blood oxygen saturation monitoring with anomaly detection. Alert on desaturation events without cloud connectivity.
Respiratory rate and pattern classification from IMU or chest-band sensors. Detect apnea events on-device during sleep monitoring.
Integer arithmetic produces identical outputs for identical inputs. No floating-point rounding variance — critical for FDA/EU MDR validation.
UID binding ensures the validated software runs only on certified hardware. Prevents unauthorized deployment on unqualified devices.
Each compiled binary is unique and watermarked. Full traceability from training data to deployed firmware for audit trails.
Export labeled ECG/SpO2/IMU data as CSV. Use clinical datasets or your own recordings.
Upload to Luviner. AutoML trains every engine, quantizes, and reports accuracy on a held-out test set.
Register UIDs of your certified devices. The binary only executes on authorized hardware.
Link the compiled library into your firmware. Deterministic output supports regulatory submission.
Start with the free Explorer plan or contact us for regulatory-focused support.