mackelab / automindLinks
Automated Model Inference from Neural Dynamics
☆16Updated 5 months ago
Alternatives and similar repositories for automind
Users that are interested in automind are comparing it to the libraries listed below
Sorting:
- Exercises and examples for the latent dynamics workshop☆19Updated 6 months ago
- Package for the data-driven representation of non-linear dynamics over manifolds based on a statistical distribution of local phase portr…☆100Updated 6 months ago
- AIND pipeline for processing extracellular electrophysiology data☆24Updated last month
- 2023: Preserved neural dynamics across animals performing similar behaviour☆17Updated 7 months ago
- Estimating the dimensionality of neural data using Shared Variance Component Analysis (SVCA)☆12Updated last year
- The framework for inferring Langevin dynamics from spike data☆49Updated 8 months ago
- A dimensionality reduction framework for characterizing the multi-dimensional, concurrent flow of signals across multiple neuronal popula…☆15Updated 10 months ago
- ☆35Updated 2 months ago
- Code accompanying Inferring stochastic low-rank RNNs from neural data. @matthijspals☆25Updated 2 weeks ago
- ☆60Updated last week
- Library to perform Slice Tensor Component Analysis (sliceTCA)☆60Updated 11 months ago
- A very simple and barebones tensor decomposition library for CP decomposition a.k.a. PARAFAC a.k.a. TCA☆39Updated 2 years ago
- A curated collection of resources and research on vision neuroscience 👁️ 🧠☆23Updated last year
- NeuroTask: A Benchmark Dataset for Multi-Task Neural Analysis☆14Updated 9 months ago
- Notebooks from the workshop tutorial implementing and discussing a range of generative models commonly used in neuroscience.☆39Updated 2 years ago
- ☆34Updated last year
- Sparse Component Analysis: An unsupervised method for recovering interpretable latent factors☆29Updated 11 months ago
- ☆29Updated 3 months ago
- ☆31Updated last year
- OpenScope databook: a collaborative, versioned, data-centric collection of foundational analyses for reproducible systems neuroscience 🐁…☆75Updated 6 months ago
- ☆25Updated last week
- Preferential Subspace Identification Algorithm☆55Updated this week
- GLMCC: The generalized linear model for spike cross-correlation (Kobayashi et al., Nature Communications, 2019)☆36Updated 3 years ago
- ☆13Updated 5 months ago
- ☆23Updated last year
- Code for Galgali et al, 2023☆14Updated 3 years ago
- Open-source, graph-based Python code generator and analysis toolbox for dynamical systems (pre-implemented and custom models). Most pre-i…☆87Updated last month
- ☆42Updated 6 months ago
- ☆29Updated 3 months ago
- ☆60Updated 3 years ago