Pinned Repositories
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
DataAnaBook
MatLab code for Srpinger book 'Advanced Data Analysis in Neuroscience'
dendPLRNN
GTF-shPLRNN
mmPLRNN
PLRNNstsp
Matlab code for state inference and parameter estimation in piecewise-linear recurrent neural network (PLRNN) models
reg-PLRNN
SCYFI
Code for NeurIPS paper "Bifurcations and loss jumps in RNN training" (2023)
DurstewitzLab's Repositories
DurstewitzLab/CNS-2023
A Guide to Reconstructing Dynamical Systems from Neural Measurements Using Recurrent Neural Networks
DurstewitzLab/DataAnaBook
MatLab code for Srpinger book 'Advanced Data Analysis in Neuroscience'
DurstewitzLab/dendPLRNN
DurstewitzLab/ChaosRNN
DurstewitzLab/GTF-shPLRNN
DurstewitzLab/reg-PLRNN
DurstewitzLab/Cell-Assembly-Detection
Method for cell assembly detection in parallel spike trains
DurstewitzLab/mmPLRNN
DurstewitzLab/PLRNNstsp
Matlab code for state inference and parameter estimation in piecewise-linear recurrent neural network (PLRNN) models
DurstewitzLab/IDNet_PFCnetwork
A detailed data-driven network model of prefrontal cortex reproduces key features of in vivo activity
DurstewitzLab/PLRNN_SSM
MATLAB Code and data for Koppe, G et al. (2019), PLOS Computational Biology
DurstewitzLab/SCYFI
Code for NeurIPS paper "Bifurcations and loss jumps in RNN training" (2023)
DurstewitzLab/DynBasIrregSpNMDA
Dynamical basis of irregular spiking in NMDA-driven prefrontal cortex neurons
DurstewitzLab/MTF
Code for "Integrating Multimodal Data for Joint Generative Modeling of Complex Dynamics"
DurstewitzLab/NTR_1.5
Neural Trajectories Reconstruction Matlab Toolbox 1.5 beta
DurstewitzLab/OODG-in-DSR
Official Repository of the paper "Out-of-Domain Generalization in Dynamical Systems Reconstruction".
DurstewitzLab/AdExMFE
Analytical Approximation of the Firing Rate of an aEIF Neuron in the Presence of Synaptic Noise
DurstewitzLab/BehavioralData_Ana
MatLab Code and data for Koppe, G et al. (2017), PLOS Biology
DurstewitzLab/DurstewitzLab.github.io
DurstewitzLab/ALRNN-DSR
DurstewitzLab/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.
DurstewitzLab/ContPLRNN
DurstewitzLab/FitSimpAdEx2Data
Fitting the simplified AdEx model to physiological data
DurstewitzLab/PARCS
Detecting Multiple Change Points Using Paired Adaptive Regressors for Cumulative Sum (PARCS)
DurstewitzLab/RNNtopoDSR
DurstewitzLab/SONI
Self-Organizing Neural Integrator Predicts Interval Times through Climbing Activity
DurstewitzLab/stationary_segmentation
Method for stationarity-segmentation of spike train data