Biological Neural Networks Python Packages

braintrace

Eligibility trace-based online learning for brain dynamics

nest-desktop

NEST Desktop is a web-based GUI for NEST Simulator and other simulators of spiking networks.

ngclearn

NGC-Learn: Computational Neuroscience and NeuroAI in Python

brainscale

Eligibility trace-based online learning for brain dynamics

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.

pynmsnn

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