Hebbian Learning Python Packages

sorn

PyPi Package of Self-Organizing Recurrent Neural Networks (SORN) and Neuro-robotics using OpenAI Gym

synaptic-memory

Brain-inspired knowledge graph: spreading activation, Hebbian learning, memory consolidation.

ngclearn

Simulation software for building and analyzing computational neuroscience models, brain-inspired computing systems, and NeuroAI agents.

nouse

A persistent epistemic substrate for AI. Nous treats language models as larynx, not mind, and benchmarks epistemic structure instead of output fluency.

complexnetwork

Criticality analysis on complex networks using Power-law scaling functions, exponential relations, and phase transitions

pynmsnn

NeuroMorphic Predictive Model with Spiking Neural Networks (SNN) using Pytorch

tensorflow-engram

tensorflow-engram: A Python package for Engram Neural Networks, adding biologically-inspired Hebbian memory and engram layers to TensorFlow/Keras models, supporting memory traces, plasticity, attention, and sparsity for neural sequence learning.