Rainer Engelken

JuliaCon2017. Slides and demos from JuliaCon 2017 on 'Event-based Simulation of Spiking Neural Networks in Julia'

SparseProp. Julia

neurotheory-seminar-2020. Seminar on Advanced Topics in Theoretical Neuroscience - Columbia University 2020

neurotheory-seminar-2019. Seminar on Advanced Topics in Theoretical Neuroscience - Columbia University 2019

RNN-LyapunovSpectra. Julia

NonstationaryDynamicMeanFieldTheory. Code for calculating the autocorrelation and Lyapunov exponent of recurrent rate network

neurotheory-seminar-2022. Seminar on Advanced Topics in Theoretical Neuroscience - Columbia University 2022

GradientFlossing. Julia

SurrogateGradientFlossing. This repository contains the implementation code for manuscript: Improving Surrogate Gradient Learning in Spiking Neural Netowrks Using Dynamical Systems Theory

NeurIPS2022. training-balanced-nets

neurotheory-seminar-2023.

RainerEngelken.github.io. HTML

reanalysis. Code for reanalysis of “Two types of asynchronous activity in networks of excitatory and inhibitory spiking neurons”