sleepKIT

On-Device Sleep Intelligence

Build on-device sleep analytics for wearables and remote monitoring on Ambiq’s ultra-low power SoCs. sleepKIT™ includes Detect (sustained sleep/inactivity), Stage (light/deep/REM), and Apnea (apnea/hypopnea) with ready-to-train models and demos.

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SleepKIT Highlights

Real-Time, On-Device Sleep

Detect sleep, stage light/deep/REM, and flag apnea in real time on Ambiq’s ultra-low power Apollo SoCs. Battery-friendly and private—ideal for wearables and home sleep tech.

Generalizable from One Wear Location

Built from diverse datasets and bio-signals captured at the head, chest, or wrist. Multi-modal, multi-task models that outperform hand-crafted algorithms while staying tiny.

Feature Store + Model Factory

Build faster with sleepKIT’s feature store and pluggable Model Factory. Tune via simple configs or extend with custom tasks and architectures—no heavy refactors.

Pretrained, Benchmarked, Deployable

Start with a model zoo and configuration recipes, complete with accuracy and ablation metrics. Export compact models for heliaAOT™/heliaRT™/TFLM and ship to device quickly.

Tasks & Capabilities

Sleep Detect

Identify sustained sleep/inactivity bouts to track nightly totals and long-term patterns—robust for everyday wearables.

Sleep Stage Assessment

Classify light / deep / REM in real time from multi-modal bio- signals for richer sleep quality insights.

Sleep Apnea

Flag apnea/hypopnea events on-device for timely, private screening and monitoring.

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Additional Documentation

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sleepKIT

On-Device Sleep Intelligence

SleepKIT Highlights

Real-Time, On-Device Sleep

Generalizable from One Wear Location

Feature Store + Model Factory

Pretrained, Benchmarked, Deployable

Tasks & Capabilities

Sleep Detect

Sleep Stage Assessment

Sleep Apnea

Design Resources

Additional Documentation

Instant Download

Video Library

Additional Resources

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