# Paper Library

> Generated from repository source files. Do not edit this page directly; edit the source file listed below and rerun `vp run docs:generate`.

> Source: `research/03-paper-library-organization.md`

## Paper Library Organization

Status: `planning source`

The paper library turns the 73-paper corpus into a navigable evidence map.

## Corpus Boundary

The docs site is an internal research wiki. It can publish paper-card metadata, extracted evidence notes from `library/paper_cards/`, and private PDF download links generated from the user-provided `local PDF artifact` corpus.

Full extracted paper text from `local extracted text artifact` remains local-only. Public or unprotected deployments must disable PDF exposure.

## Track Layout

| Track                  | Count | Purpose                                                                                          |
| ---------------------- | ----: | ------------------------------------------------------------------------------------------------ |
| BCI Foundations        |     5 | BCI definitions, evaluation limits, classifier and application context.                          |
| SSVEP                  |    22 | SSVEP mechanism, early systems, CCA/FBCCA/TRCA, benchmarks, AR/VR, and deep decoder trends.      |
| Motor Imagery          |    24 | MI mechanisms, CSP/FBCSP, Riemannian/transfer/deep models, wearable/training, and rehab context. |
| YOLO / Vision          |     8 | One-stage/two-stage detection, detector evolution, COCO context, real-time candidate generation. |
| Grasping / Calibration |     6 | Grasp synthesis, grasp detection/planning, closed-loop grasping, hand-eye calibration.           |
| Hybrid BRI             |     6 | Hybrid MI-SSVEP, BCI manipulation, AR BRI, invasive/non-invasive robotic-arm comparators.        |
| Shared Autonomy        |     2 | Hindsight optimization and policy blending baselines.                                            |

## Card Status

* `extracted`: reviewed into structured evidence.
* `extracted from OCR`: reviewed from OCR-recovered text.
* `needs extraction`: skeleton exists, but evidence rows still need local text review.

## How To Read The Library

1. Start with the track overview pages.
2. Open individual paper-card pages only when a claim needs evidence detail.
3. Promote claims only through `library/EVIDENCE_MATRIX.md`.
4. Keep product and system strategy pages separate from verified scientific claims.

## Generated Track Overview

| Track | Cards | Extracted | Extracted From OCR | Needs Extraction |
| --- | ---: | ---: | ---: | ---: |
| [BCI Foundations](/paper-library/bci) | 5 | 5 | 0 | 0 |
| [SSVEP](/paper-library/ssvep) | 22 | 22 | 0 | 0 |
| [Motor Imagery](/paper-library/motor-imagery) | 24 | 24 | 0 | 0 |
| [Vision And YOLO](/paper-library/vision-yolo) | 8 | 8 | 0 | 0 |
| [Grasping Calibration](/paper-library/grasping-calibration) | 6 | 5 | 1 | 0 |
| [Hybrid BRI](/paper-library/hybrid-bri) | 6 | 6 | 0 | 0 |
| [Shared Autonomy](/paper-library/shared-autonomy) | 2 | 2 | 0 | 0 |

## Evidence Boundary

Paper-card pages publish structured notes and, for private wiki deployments, provide download links to user-provided local PDFs. Extracted full-paper text remains local-only.