An open-source implementation of Jeff Hawkins' Hierarchical Temporal Memory and Cortical Learning Algorithm for machine intelligence.
Clortex is an open-source implementation of Jeff Hawkins' Hierarchical Temporal Memory (HTM) and Cortical Learning Algorithm (CLA) for building machine intelligence systems. It reimagines and reimplements the Numenta Platform for Intelligent Computing (NuPIC) with modern software development approaches. The project aims to create brain-inspired intelligent systems that can solve real-world problems.
Researchers, developers, and entrepreneurs interested in brain-inspired machine intelligence and those working with or looking for alternatives to Numenta's NuPIC platform.
Clortex offers an open-source, GPLv3 licensed alternative to NuPIC with a modern implementation approach, building upon eight years of NuPIC research while applying contemporary software development techniques to make brain-inspired intelligence more accessible.
(pre-alpha) Implementation of Jeff Hawkins' Hierarchical Temporal Memory & Cortical Learning Algorithm
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Implements Jeff Hawkins' HTM and CLA, offering a brain-inspired alternative to traditional AI, as emphasized in the project's philosophy of building systems based on human brain principles.
Applies contemporary software development techniques to NuPIC's foundation, potentially improving code quality and accessibility compared to the original platform.
Builds on eight years of NuPIC research and development, ensuring alignment with established HTM theory and leveraging a mature community, as noted in the description.
Released under GPLv3 and integrated with the NuPIC community and sister project Comportex, fostering open development and knowledge sharing.
Explicitly warned as pre-alpha with APIs subject to drastic change without notice, making it unreliable for any serious or production development.
Currently being repositioned with Comportex for core algorithms, leading to uncertainty in design and delayed release-worthy code, as admitted in the README.
Documentation is hosted on personal blogs and GitHub pages, with no comprehensive guides, hindering onboarding and practical use despite the project's ambitions.
clortex is an open-source alternative to the following products: