EmoryUniversityTheoreticalBiophysics / SirIsaacLinks
Automated dynamical systems inference
☆38Updated 2 years ago
Alternatives and similar repositories for SirIsaac
Users that are interested in SirIsaac are comparing it to the libraries listed below
Sorting:
- Density estimation likelihood-free inference. No longer actively developed see https://github.com/mackelab/sbi instead☆73Updated 5 years ago
- Dimensionality reduction of spikes trains☆49Updated 4 years ago
- This code package is for the Tensor-Maximum-Entropy (TME) method. This method generates random surrogate data that preserves a specified …☆18Updated 8 years ago
- My PhD Thesis☆22Updated 9 years ago
- Interpretable neural spike train models with fully-Bayesian inference algorithms☆48Updated 7 years ago
- Online spike sorting methods in Julia☆12Updated 2 years ago
- Neyman-Scott point process model to identify sequential firing patterns in high-dimensional spike trains☆70Updated 2 years ago
- 🕝 Time-warped principal components analysis (twPCA)☆128Updated 4 years ago
- Fit an Ising model with neural spike train data using Minimum Probability Flow Learning. Based on code from Jascha Sohl-Dickstein.☆19Updated 8 years ago
- ☆51Updated 4 years ago
- a repository containing everything relevant to our fast non-negative deconvolution work☆35Updated 9 years ago
- The framework for inferring Langevin dynamics from spike data☆49Updated 8 months ago
- cli for downloading data from crcns.org☆32Updated 2 years ago
- Dynamical Components Analysis☆33Updated 5 months ago
- Some python functions to supplement the NEURON python module☆29Updated 6 years ago
- Julia Spiking Neural Network Simulator☆45Updated last month
- A Python framework for test-driven validation of scientific models.☆51Updated 2 years ago
- Python package for automated bifurcation analysis and parameter continuations, based on Auto-07p.☆24Updated 5 months ago
- Pytorch implementation of LFADS for demo at CAN workshop☆19Updated 6 years ago
- Tree-structured recurrent switching linear dynamical systems☆38Updated 5 years ago
- Train excitatory-inhibitory recurrent neural networks for cognitive tasks.☆55Updated 9 years ago
- A quickstart guide to tensor decomposition☆72Updated 3 years ago
- SBI Workshop jointly by Helmholtz AI + ML ⇌ Science Colaboratory☆23Updated 2 years ago
- Recordings of 10k neurons during spontaneous behaviors☆54Updated last year
- Topological data analysis tools for cross correlation matrices☆39Updated 2 years ago
- code to compute the Dynamic Mode Decomposition (DMD), adapted for large-scale neural recordings☆27Updated 9 years ago
- A Python 3 toolbox for neural receptive field estimation using splines and Gaussian priors.☆27Updated last year
- ☆41Updated 2 years ago
- Urai AE, Doiron B, Leifer AM & Churchland AK (2022) Large-scale neural recordings call for new insights to link brain and behavior. Natur…☆18Updated 3 years ago
- Python tools for analysis of neurophysiology data☆37Updated 2 years ago