Hrrformer: A Neuro-symbolic Self-attention Model (ICML23)

Holographic Reduced Representations

A Walsh Hadamard Derived Linear Vector Symbolic Architecture 🔥

HGConv: Holographic Global Convolutional Networks

Research code for heuristically hiding information for inference run on 3rd party systems (ICML 22)

Towards Generalization in Subitizing with Neuro-Symbolic Loss using Holographic Reduced Representations

Persistent memory graph for AI coding agents — semantic search, knowledge graph, and time-based decay over MCP

Replication files from Kunz and Propper (2022, JUE) and HRR-county crosswalks

A structured vector memory system for AI agents using Holographic Reduced Representations (HRR). Encodes relational facts into fixed-width vectors via circular convolution, retrieves through algebraic probes. Fully local — FastAPI, NumPy, SQLite, Next.js.

A Python script with a CLI interface to fetch and display the Henley Royal Regatta race timetable, allowing crew-specific searches and time conversion based on GMT offsets.

Resonant Cognitive Kernel: an auditable, hallucination-free reasoning system built on hyperdimensional computing. Reasons via explicit chains, learns by deriving (not retraining), runs on CPU. MIT licensed, 714 tests.