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History / Model BSC

Revisions

  • Docs: Clean up wiki structure and fix UX issues - Remove _Sidebar.md (GitHub's native Pages list is sufficient) - Remove _Footer.md (links moved to Home page) - Create Overview.md with library introduction content - Rewrite Home.md as clean table of contents - Remove duplicate # headers from all pages (GitHub shows filename as title) - Fix broken Mermaid diagram in Core-Concepts.md (replaced with table) 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>

    @brodieacc brodieacc committed Dec 22, 2025
    5d8f8a5

  • Docs: Correct capacity numbers with empirical data Updated all model capacity tables based on empirical testing using the detection threshold methodology: can bundled items be distinguished from random distractors with 80% success rate? Key corrections: - FHRR: 0.16 → 0.06 items/dim - GHRR: 0.14 → 0.06 items/dim - HRR: 0.08 → 0.04 items/dim - VTB: 0.07 → 0.04 items/dim - MAP: 0.10 → 0.03 items/dim - BSC: 0.05 → 0.03 items/dim - BSDC: 0.04 → 0.01 items/dim Added explanatory notes about noise floors (MAP/BSC ~0.5, FHRR/HRR ~0) which explain why capacity differs despite similar absolute similarities. 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>

    @brodieacc brodieacc committed Dec 22, 2025
    0c3f612

  • Add comprehensive GitHub Wiki documentation Complete documentation rewrite with 33 pages: Getting Started: - Home, Installation, Quick-Start, Core-Concepts Architecture: - Architecture-Overview, Backends, Spaces Models (overview + 8 individual pages): - Models overview with comparison tables - FHRR, GHRR, MAP, HRR, VTB, BSC, BSDC, BSDC-SEG Encoders (overview + 4 category pages): - Encoders-Overview - Encoder-FractionalPower (scalar) - Encoder-Thermometer-Level (ordinal/discrete) - Encoder-Sequence (position, ngram, trajectory) - Encoder-Spatial (image, vector) Retrieval & Memory: - Retrieval-Overview (Codebook, ItemStore, AssocStore) - Cleanup-Strategies (BruteForce, Resonator) Guides: - Tutorials, Patterns, Performance, Troubleshooting Reference: - API-Reference, Glossary, References Navigation: - _Sidebar.md, _Footer.md 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>

    @brodieacc brodieacc committed Dec 22, 2025
    1f6f7ff