complementary-learning-systems

Here are 5 public repositories matching this topic...

amanhij / Zikkaron

Biologically-inspired persistent memory engine for Claude Code. 26 cognitive subsystems, Hopfield networks, predictive coding, causal discovery, successor representations, all running locally over SQLite.

Updated Apr 1, 2026
Python

alucardeht / ternary-ssm

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Transformer alternatives on minimal hardware: a ternary {-1,0,+1} state-space LM with a custom C/Vulkan training pipeline (no PyTorch, no CUDA), and BSR, a brain-inspired gradient-free model that learns by counting and one-shot memory writes on a laptop CPU.

Updated Oct 25, 2026
C

4lptek1n / el

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An LLM-free, action-grounded, locally-learning PC agent with dual-memory architecture (skill registry + Action Transformer).

python agent reinforcement-learning ai symbolic-ai action-grounding neurosymbolic decision-transformer llm-free complementary-learning-systems pc-agent dual-memory

Updated May 1, 2026
Python

HanavM / NeuroAI-lifelong-learning

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Biologically-inspired Neural Network for lifelong learning — reference implementation of the IEEE CogMI 2025 paper on overcoming catastrophic forgetting with short-term, working, and long-term memory

tensorflow computational-neuroscience neural-networks working-memory lifelong-learning continual-learning catastrophic-forgetting complementary-learning-systems

Updated Sep 2, 2026
Python

hermesopenclaw39-coder / cls-dual-memory

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LoRA adapters as memory slots: a complementary-learning-systems probe on Qwen2.5-7B (4-bit QLoRA). Per-fact adapters, replay consolidation, cosine gating - 50 facts, limitations stated up front.

memory pytorch lora llm qlora complementary-learning-systems

Updated Oct 25, 2026
Python

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