@DurstewitzLab
Guthub

DurstewitzLab

Twitter logo Share LinkedIn logo Share Facebook logo Share
  • Stars
    star
    115
  • Global Org. Rank 54,162 (Top 18 %)
  • Registered about 7 years ago
  • Most used languages
    Jupyter Notebook
         35.7 %
    MATLAB
         35.7 %
    Python
         14.3 %
    Julia
         7.1 %
    AMPL     7.1 %

Top repositories

1

CNS-2023

A Guide to Reconstructing Dynamical Systems from Neural Measurements Using Recurrent Neural Networks
Jupyter Notebook
25
star
2

dendPLRNN

Python
17
star
3

DataAnaBook

MatLab code for Srpinger book 'Advanced Data Analysis in Neuroscience'
17
star
4

ChaosRNN

Jupyter Notebook
12
star
5

GTF-shPLRNN

Julia
11
star
6

Cell-Assembly-Detection

Method for cell assembly detection in parallel spike trains
MATLAB
8
star
7

reg-PLRNN

MATLAB
8
star
8

PLRNNstsp

Matlab code for state inference and parameter estimation in piecewise-linear recurrent neural network (PLRNN) models
MATLAB
4
star
9

mmPLRNN

Python
4
star
10

IDNet_PFCnetwork

A detailed data-driven network model of prefrontal cortex reproduces key features of in vivo activity
MATLAB
2
star
11

PLRNN_SSM

MATLAB Code and data for Koppe, G et al. (2019), PLOS Computational Biology
2
star
12

NTR_1.5

Neural Trajectories Reconstruction Matlab Toolbox 1.5 beta
MATLAB
1
star
13

DynBasIrregSpNMDA

Dynamical basis of irregular spiking in NMDA-driven prefrontal cortex neurons
AMPL
1
star
14

SCYFI

Code for NeurIPS paper "Bifurcations and loss jumps in RNN training" (2023)
Jupyter Notebook
1
star
15

MTF

Code for "Integrating Multimodal Data for Joint Generative Modeling of Complex Dynamics"
Jupyter Notebook
1
star
16

OODG-in-DSR

Official Repository of the paper "Out-of-Domain Generalization in Dynamical Systems Reconstruction".
Jupyter Notebook
1
star