ContextLab / seqnmf
An algorithm for unsupervised discovery of sequential structure
☆25Updated 6 years ago
Alternatives and similar repositories for seqnmf:
Users that are interested in seqnmf are comparing it to the libraries listed below
- Dimensionality reduction of spikes trains☆49Updated 3 years ago
- Interpretable neural spike train models with fully-Bayesian inference algorithms☆47Updated 6 years ago
- Dynamical Components Analysis☆32Updated last year
- latent manifold tuning model / P-GPLVM☆12Updated 5 years ago
- Recordings of 10k neurons during spontaneous behaviors☆51Updated last year
- Calculate phase-amplitude coupling in Python (and Matlab).☆24Updated 7 years ago
- A class for using ML algorithms for spike prediction☆60Updated 7 years ago
- A Python 3 toolbox for neural receptive field estimation using splines and Gaussian priors.☆25Updated 8 months ago
- A quickstart guide to tensor decomposition☆70Updated 3 years ago
- Neuroelectrophysiology object model and data analysis in Python.☆51Updated last month
- a Python machine learning library for neurophysiology data☆36Updated 6 years ago
- 🔋 Utilities for scientific python☆19Updated 9 months ago
- Fitting and simulation of Poisson generalized linear model for single and multi-neuron spike trains (Pillow et al 2008).☆38Updated 5 years ago
- Coding exercises for Neural Data Science at CSHL in 2019☆29Updated 5 years ago
- Introduction to Quantified Cognition☆15Updated 2 years ago
- Library to perform Slice Tensor Component Analysis (sliceTCA)☆51Updated 2 months ago
- CorBinian: A toolbox for modelling and simulating high-dimensional binary and count-data with correlations☆19Updated 3 years ago
- Tools for spike data analysis and visualization☆104Updated 2 years ago
- Python tools for analysis of neurophysiology data☆37Updated last year
- Deconvolution of calcium imaging data☆93Updated 3 months ago
- Fractional ridge regression☆48Updated 2 years ago
- Open-source, graph-based Python code generator and analysis toolbox for dynamical systems (pre-implemented and custom models). Most pre-i…☆80Updated 8 months ago
- cli for downloading data from crcns.org☆31Updated last year
- Multichannel time series lossless compression in pure Python based on NumPy and zlib☆39Updated last month
- Partial Entropy Decomposition and Partial Information Decomposition with pointwise surprisal measures☆45Updated last year
- A TensorFlow 2.0 implementation of Latent Factor Analysis via Dynamical Systems (LFADS) and AutoLFADS.☆21Updated last year
- An algorithm for unsupervised discovery of sequential structure☆164Updated last year
- Train excitatory-inhibitory recurrent neural networks for cognitive tasks.☆49Updated 9 years ago
- Sparse Component Analysis: An unsupervised method for recovering interpretable latent factors☆28Updated 3 months ago
- YASS: Yet Another Spike Sorter☆66Updated 2 years ago