Sparse Distributed Memory Framework
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About
sdm.ai is an open-source project focused on Sparse Distributed Memory (SDM), a memory model inspired by the human brain. The project offers a comprehensive framework for research and development, including a massively parallel computational framework, Jupyter notebooks for experimentation, extensive documentation, and an open-source book. The goal is to advance understanding and application of SDM in various fields, from cognitive neuroscience to machine learning. The framework is adaptable for various uses including new theoretical results, new applications and new machine learning models. The creators encourage feedback and contributions to the ongoing project.
Platform
Task
Features
• open-source book with visual tutorial
• massively parallel framework for testing cognitive neuroscience theories
• video-based mini-course on sdm
• slides following jupyter notebooks
• collection of sdm resources, links, and chronology of papers
• full documentation of the framework
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