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computation-thru-dynamics

Understanding computation in artificial and biological recurrent networks through the lens of dynamical systems.

dpca

An implementation of demixed Principal Component Analysis (a supervised linear dimensionality reduction technique)

eitn2019_nestproject

eitn2020_nest_project

Materials for the EITN Spring School in Computational Neuroscience 2020.

elephant

Elephant is the ElectroPhysiology Analysis Toolkit

hickle

a HDF5-based python pickle replacement

intscipro2024

Introduction to Scientific Programming with Python

machine-learning-tutorials

machine learning and deep learning tutorials, articles and other resources

mdp-toolkit

MDP code

nest-simulator

The NEST simulator

nest-stdpmodule

A generalizable model of spike-timing dependent plasticity for the Neural Simulation Tool (NEST).

nestml

A domain specific language to describe neuron models in NEST

nmsat

Simulate and analyse complex microcircuits

nupic

Numenta Platform for Intelligent Computing is an implementation of Hierarchical Temporal Memory (HTM), a theory of intelligence based strictly on the neuroscience of the neocortex.

profile

public

Public profile

public-profile

pyspike

Python implementation of spike distance metrics

rcfduarte.github.io

sornvis

Visualize self-organizing neural network

svcca

test

tvb-pack

Useful super pack for working with TVB