Biological Neural Networks Python Packages

nest-desktop

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

ngclearn

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

braintrace

Eligibility trace-based online learning for brain dynamics

brainscale

Eligibility trace-based online learning for brain dynamics

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.