durstewitzlab Goto Github PK

adexmfe

Analytical Approximation of the Firing Rate of an aEIF Neuron in the Presence of Synaptic Noise

behavioraldata_ana

MatLab Code and data for Koppe, G et al. (2017), PLOS Biology

cadopti

This repository contains MATLAB code for a machine learning algorithm for the detection of functional cell assemblies at their optimal time scale (CADopti) from simultaneously recorded spike trains.

cell-assembly-detection

Method for cell assembly detection in parallel spike trains

chaosrnn

cns-2023

A Guide to Reconstructing Dynamical Systems from Neural Measurements Using Recurrent Neural Networks

contplrnn

dataanabook

MatLab code for Srpinger book 'Advanced Data Analysis in Neuroscience'

dendplrnn

durstewitzlab.github.io

dynbasirregspnmda

Dynamical basis of irregular spiking in NMDA-driven prefrontal cortex neurons

fitsimpadex2data

Fitting the simplified AdEx model to physiological data

gtf-shplrnn

idnet_pfcnetwork

A detailed data-driven network model of prefrontal cortex reproduces key features of in vivo activity

mmplrnn

mtf

Code for "Integrating Multimodal Data for Joint Generative Modeling of Complex Dynamics"

ntr_1.5

Neural Trajectories Reconstruction Matlab Toolbox 1.5 beta

oodg-in-dsr

Official Repository of the paper "Out-of-Domain Generalization in Dynamical Systems Reconstruction".

parcs

Detecting Multiple Change Points Using Paired Adaptive Regressors for Cumulative Sum (PARCS)

plrnn_ssm

MATLAB Code and data for Koppe, G et al. (2019), PLOS Computational Biology

plrnnstsp

Matlab code for state inference and parameter estimation in piecewise-linear recurrent neural network (PLRNN) models

reg-plrnn

rnntopodsr

scyfi

Code for NeurIPS paper "Bifurcations and loss jumps in RNN training" (2023)

soni

Self-Organizing Neural Integrator Predicts Interval Times through Climbing Activity

stationary_segmentation

Method for stationarity-segmentation of spike train data