24 lines
1.0 KiB
Rust
24 lines
1.0 KiB
Rust
//! rUv Neural Decoder -- Cognitive state classification and BCI decoding
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//! from neural topology embeddings.
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//!
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//! This crate provides multiple decoding strategies for classifying cognitive
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//! states from brain graph embeddings and topology metrics:
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//!
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//! - **KNN Decoder**: K-nearest neighbor classification using stored labeled embeddings
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//! - **Threshold Decoder**: Rule-based classification from topology metric ranges
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//! - **Transition Decoder**: State transition detection from topology dynamics
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//! - **Clinical Scorer**: Biomarker detection via deviation from healthy baselines
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//! - **Pipeline**: End-to-end ensemble decoder combining all strategies
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pub mod clinical;
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pub mod knn_decoder;
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pub mod pipeline;
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pub mod threshold_decoder;
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pub mod transition_decoder;
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pub use clinical::ClinicalScorer;
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pub use knn_decoder::KnnDecoder;
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pub use pipeline::{DecoderOutput, DecoderPipeline};
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pub use threshold_decoder::{ThresholdDecoder, TopologyThreshold};
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pub use transition_decoder::{StateTransition, TransitionDecoder, TransitionPattern};
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