Add Hebbian learning and temporal reasoning to OpenCog architecture #4
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For changes to the core
ggmllibrary (including to the CMake build system), please open a PR in https://github.com/ggml-org/llama.cpp. Doing so will make your PR more visible, better tested and more likely to be reviewed.Description
Extends OpenCog cognitive architecture with two foundational capabilities: adaptive learning through Hebbian updates and temporal reasoning for event sequences.
Hebbian Learning
Implements "neurons that fire together, wire together" for embedding adaptation:
API: 3 functions (
hebbian_update,hebbian_update_link,normalize_embedding)Temporal Reasoning
Adds time interval support with temporal relations and queries:
API: 10 functions for time intervals, queries, relations, and inference
Atom types: Added
TIME_NODE,SEQUENTIAL_LINK,SIMULTANEOUS_LINK,AT_TIME_LINKChanges
ggml_opencog_atomwithtime_intervalfieldGGML_OPENCOG_ATOM_TYPE_COUNTfrom 5 to 9ggml_opencog_remove_atomopencog-hebbian.cpp,opencog-temporal.cppImplementation Notes
int64_tmillisecond timestamps✨ Let Copilot coding agent set things up for you — coding agent works faster and does higher quality work when set up for your repo.