dLDS-Decomposed-Linear-Dynamics / dLDS-Discrete-Python-ModelLinks
Decomposed Linear Dynamical Systems (dLDS) for learning the latent components of neural dynamics
☆13Updated last year
Alternatives and similar repositories for dLDS-Discrete-Python-Model
Users that are interested in dLDS-Discrete-Python-Model are comparing it to the libraries listed below
Sorting:
- A dimensionality reduction framework for characterizing the multi-dimensional, concurrent flow of signals across multiple neuronal popula…☆15Updated 10 months ago
- Code for Galgali et al, 2023☆14Updated 3 years ago
- ☆13Updated 5 months ago
- NeuroTask: A Benchmark Dataset for Multi-Task Neural Analysis☆14Updated 9 months ago
- ☆29Updated 3 months ago
- ☆21Updated 3 years ago
- ☆12Updated 2 years ago
- ☆22Updated last year
- A dimensionality reduction framework for disentangling the flow of signals between populations of neurons☆32Updated 5 months ago
- PCM toolbox - implementation in Python☆14Updated last week
- ☆16Updated last year
- ☆35Updated 2 months ago
- Dynamical Similarity Analysis code accompanying the paper "Beyond Geometry: comparing the temporal structure of computation in neural cir…☆73Updated this week
- ☆31Updated last year
- ☆24Updated 2 years ago
- Sparse Component Analysis: An unsupervised method for recovering interpretable latent factors☆29Updated 11 months ago
- large scale variational Gaussian state-space models☆14Updated last month
- A Guide to Reconstructing Dynamical Systems from Neural Measurements Using Recurrent Neural Networks☆41Updated last year
- A python package for predicting group-level fMRI responses to visual stimuli using deep neural networks☆13Updated 10 months ago
- Towards large neural data models.☆32Updated 7 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
- Gaussian Process Factor Analysis with Dynamical Structure☆17Updated 5 years ago
- A TensorFlow 2.0 implementation of Latent Factor Analysis via Dynamical Systems (LFADS) and AutoLFADS.☆22Updated 2 years ago
- Entropy rate estimators for neuroscience☆27Updated 4 years ago
- Preferential Subspace Identification Algorithm☆55Updated last month
- Convert biological neuronal networks to artificial recurrent neuronal networks☆21Updated 3 years ago
- Analysis code used to create figures in Gao et al., 2017☆15Updated 8 years ago
- Notebooks from the workshop tutorial implementing and discussing a range of generative models commonly used in neuroscience.☆39Updated 2 years ago
- Network plotting python package☆12Updated 4 years ago
- ☆18Updated 4 years ago