fzenke

spytorch

Tutorial for surrogate gradient learning in spiking neural networks

auryn

Auryn: A fast simulator for spiking neural networks with synaptic plasticity

pub2018superspike

Code from our paper: SuperSpike: Supervised learning in multi-layer spiking neural networks.

randman

pub2015orchestrated

Simulation code from Zenke, F., Agnes, E.J., and Gerstner, W. (2015).

ssbm

A curated list of spiking network supervised learning benchmarks

pathint

Code to accompany our paper "Continual Learning Through Synaptic Intelligence" ICML 2017

effective-pruning

pub2012memorynets

My simulation behind the spiking Hopfield network in the Neuronal Dynamics book (Fig. 17.11)

pub2013ca_inference_net

Network simulation used in Lütcke, H., Gerhard, F., Zenke, F., Gerstner, W., and Helmchen, F. (2013).

gpwrap

Slim python wrapper to use gnuplot from within Jupyter

keras

Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on Theano or TensorFlow.

malleable

Command line tools to analyze and visualize data generated with Auryn

morla

Django app which scrapes arXiv and bioRxiv and uses a linear SVM to recommend relevant papers

spiffyplots

A collection of matplotlib style sheets and plotting tools for publication-ready figures

sslneurips22_web

NeurIPS 2022 Workshop on SSL

zynapse

Simulation code from Ziegler, Zenke, Kastner and Gerstner (2015) http://www.jneurosci.org/content/35/3/1319.full

bakjob

Bakup job scheduler which checks for cloud or usb drive availability

battery-stats

Log battery charge (batter-stats-collector), show gnuplot graphs (battery-graph)

jclub

Django based lab meeting or journal club organizer

latent-predictive-learning-fork

Code to accompany our paper "The combination of Hebbian and predictive plasticity learns invariant object representations in deep sensory networks” bioRxiv 2022

lauscher

sarrancenia-hugo

A minimal academic page for Hugo

SPM-Invited