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On-device cognitive concentration inference from biosignals and behavioral patterns for Flutter.

Changelog #

All notable changes to this project will be documented in this file.

0.1.0 - 2026-01-01 #

Added #

  • Comprehensive integration tests matching synheart-core FocusHead usage pattern

  • HSI schema compatibility tests

Improved #

  • Test coverage increased
  • Validated compatibility with synheart-core-dart v0.0.1 FocusHead implementation
  • Confirmed multimodal fusion with HSI (biosignals) + Behavior data
  • Verified temporal smoothing maintains stable output
  • Ensured focus state mapping to HSI schema is correct

0.0.1 - 2025-12-26 #

Added #

  • Initial release
  • FocusEngine implementation with real-time inference
  • FocusState data model with focus scores and labels
  • HSI (Heart Signal Intelligence) data integration
  • Behavioral pattern data integration
  • On-device ONNX model support
  • Adaptive baseline tracking
  • Artifact filtering for signal quality
  • Feature extraction and scoring
  • Window buffer for temporal data
  • Cross-platform support (iOS, Android)
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verified publishersynheart.ai

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On-device cognitive concentration inference from biosignals and behavioral patterns for Flutter.

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Topics

#focus #cognition #biosignals #machine-learning #flutter

Documentation

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License

unknown (license)

Dependencies

flutter, flutter_onnxruntime, path_provider

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