Torchhd is a Python library for Hyperdimensional Computing and Vector Symbolic Architectures
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Jun 19, 2025 - Python
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hyperdimensional-computing
Here are 56 public repositories matching this topic...
Local, gradient-free neuro-symbolic memory engine combining Hyperdimensional Computing (HDC/VSA), Hebbian plasticity, and graph triples for offline AI.
python privacy-first neuro-symbolic hyperdimensional-computing vector-symbolic-architecture local-ai ollama agent-memory
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Oct 11, 2026 - Python
Hyperdimensional Computing Library for building Vector-Symbolic Architectures in Python 3
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Sep 25, 2026 - Python
Hyperdimensional computing in JAX, with statistical guarantees.
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Sep 28, 2026 - Python
Boolean Hypervectors with various operators for experiments in hyperdimensional computing (HDC).
machine-learning computational permutation reasoning winnow majority hyperdimensional-computing vector-symbolic-architecture hypervector binary-spatter-code
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Mar 5, 2026 - Python
rust machine-learning memory ai-agents cognitive-architecture fastapi vector-database hyperdimensional-computing crewai langgraph
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Oct 22, 2026 - Python
Intro to Hyperdimensional Computing (HDC) using a tea dataset
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Sep 29, 2026 - Python
A computational foundation for AGI, based on hyperdimensional computing and framed in set theory.
agi set-theory nearest-neighbor-search spiking-neural-networks associative-memory knowledge-representation hypergraphs cognitive-architecture sparse-distributed-memory neuromorphic-computing theoretical-neuroscience symbolic-ai computational-theory-of-mind hyperdimensional-computing in-memory-computing sparse-distributed-representations
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Oct 21, 2026 - Python
HD3C: A lightweight classification framework designed for low-power devices.
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Oct 7, 2026 - Python
Holographic vectors you can compute with. Bind structure, bundle sets, unbind components cross NumPy, PyTorch, and JAX.
machine-learning numpy pytorch artificial-intelligence cognitive-science vector-algebra associative-memory hdc cognitive-architecture high-dimensional neuromorphic-computing vsa sparse-representations neural-symbolic-reasoning jax hyperdimensional-computing vector-algebra-functions holographic-reduced-representations vector-symbolic-architecture
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Apr 13, 2026 - Python
Your language model forgets everything. Sillage gives it a 4 MB memory that persists across sessions, no gradients, no fine-tuning, no growing index. Beats an unbounded kNN-LM at 1/13 the storage (perplexity 31 → 17). CPU-only, fully reproducible, four preprints with Zenodo DOIs.
memory numpy hebbian-learning associative-memory fast-weights continual-learning gradient-free gpt2 hyperdimensional-computing test-time-adaptation llm knn-lm qwen
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Aug 31, 2026 - Python
Repository for HYPERDOA: Robust and Efficient DoA Estimation using Hyperdimensional Computing
ai efficient estimation robust hdc doa direction-of-arrival symbolic-ai edge-ai vector-symbolic-architectures hyperdimensional-computing
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Apr 30, 2026 - Python
Contributions to my area of research as a research assistant at ULL in Hyperdimensional Computing (HDC)
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Nov 6, 2023 - Python
Sub-linear knowledge retrieval via quantum-inspired hyperdimensional folded space (0.88ms @ 100% accuracy)
machine-learning research artificial-intelligence open-science semantic-search performance-optimization hyperdimensional-computing knowledge-retrieval
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Dec 12, 2025 - Python
NeuroHDC: A framework for high-efficiency Edge-AI ECG classification using Spiking-Hyperdimensional Computing (HDC). Features benchmarking against CNN/LSTM baselines across MIT-BIH, PTB, STT, and PhysioNet datasets to enable low-power cardiac diagnostics.
machine-learning fpga verilog spiking-neural-networks neuromorphic-computing ecg-classification edge-ai asic-design biomedical-signal-processing hyperdimensional-computing low-power-design
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Jul 31, 2026 - Python
A fixed-size holographic (FHRR) associative memory that ages: decay, reinforcement, exact contradiction, dated queries. With a reproducible capacity benchmark.
associative-memory vsa hyperdimensional-computing hrr holographic-reduced-representations vector-symbolic-architecture llm-memory agent-memory
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Sep 12, 2026 - Python
CPU-native neuro-symbolic cognitive architecture on 10,240-bit hypervectors: spiking perception, memory, reasoning and language, with glass-box decision traces. Python and Rust.
python rust spiking-neural-networks cognitive-architecture hyperdimensional-computing neuro-symbolic-ai vector-symbolic-architecture
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Jun 12, 2026 - Python
Training-free behavioral anomaly detector for Mantle DeFi. HDC engine + Z.ai explainability. Zero false positives, on-chain proof.
ai hackathon mantle hdc anomaly-detection zai defi blockchain-security hyperdimensional-computing smart-contract-security turing-test-hackathon mantle-hackathon
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Jun 30, 2026 - Python
Neural "networks" with zero multiplications at inference. AdderNet for embedded systems.
python c iot machine-learning microcontroller deep-learning neural-network numpy esp32 stm32 embedded-systems simd classification avx2 gradient-boosting edge-ai on-device-ml tinyml hyperdimensional-computing zero-multiplication
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Jul 19, 2026 - Python
Local, deterministic semantic search built from textbook parts - measured, defeats included. A didactic experiment that runs in production.
information-retrieval didactic mcp french deterministic semantic-search self-organizing-map bm25 local-first hyperdimensional-computing rank-fusion no-llm
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Aug 30, 2026 - Python
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