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Research Sources (300+) ​

This page provides access to our comprehensive research database containing 300+ curated sources spanning cognitive science, artificial intelligence, consciousness research, and spatial memory systems.

📊 Collection Overview ​

Our research collection is organized into several key domains:

🧠 Cognitive Science & Consciousness (~80 sources) ​

  • Consciousness theories and models
  • Cognitive architectures
  • Memory and attention mechanisms
  • Neuroscience foundations

🤖 Artificial Intelligence (~120 sources) ​

  • Machine learning fundamentals
  • Multi-agent systems
  • Neural network architectures
  • AI safety and alignment

📐 Hyperbolic Geometry & Embeddings (~60 sources) ​

  • Hyperbolic neural networks
  • Poincaré embeddings
  • Geometric deep learning
  • Non-Euclidean spaces in AI

🏗️ System Architecture (~40 sources) ​

  • Distributed systems
  • Cognitive architectures
  • Memory systems design
  • Information theory

🔍 Access Methods ​

Through MCP Protocol ​

bash
# Search by topic
mcp://mnemoverse-docs/search?topic=hyperbolic+embeddings

# Query by author
mcp://mnemoverse-docs/query?author=Nickel

# Browse by category
mcp://mnemoverse-docs/browse?category=consciousness

Direct Bibliography Access ​

Our complete bibliography is maintained in BibTeX format:

  • File: /research/library/enriched-references.bib
  • Format: Enhanced BibTeX with semantic metadata
  • Validation: Automatically checked and updated

Search Interface ​

Use the search function above to explore:

  • Full-text search: Across titles, abstracts, and metadata
  • Semantic search: Find conceptually related papers
  • Citation networks: Follow reference chains
  • Topic clustering: Discover research themes

📈 Quality Metrics ​

Validation Status ​

  • ✅ Verified Sources: 280+ (93%)
  • 🔍 Under Review: 15+ (5%)
  • ❓ Pending Validation: 5+ (2%)

Source Types ​

  • Peer-reviewed Papers: 60%
  • Conference Proceedings: 25%
  • Technical Reports: 10%
  • Books & Monographs: 5%

Publication Timeline ​

  • 2020-2025: 70% (current research)
  • 2015-2019: 20% (foundational work)
  • Pre-2015: 10% (classic papers)

🤝 Contributing Sources ​

To suggest new sources for our collection:

  1. Quality Criteria: Peer-reviewed, relevant to our research domains
  2. Submission Process: Submit through our MCP interface or GitHub issues
  3. Review Process: Evaluated by Ala (AI Librarian Assistant) and human curators
  4. Integration: Added to the collection with full metadata enhancement

🔗 Integration Points ​

Our research collection integrates with:

  • Mnemoverse Core: Spatial memory research
  • Experimental Research: Theoretical framework development
  • MCP Ecosystem: Universal tool access
  • External Databases: CrossRef, arXiv, PubMed

This collection represents years of careful curation and validation. Each source has been selected for its contribution to our understanding of consciousness, AI, and cognitive architectures.

Direct Access ​

📁 Browse the complete BibTeX collection

🔍 Use the search interface to explore the collection

🤖 Connect via MCP for programmatic access

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