cunni / ldrLinks
code for Cunningham and Ghahramani (2015), Journal of Machine Learning Research
☆27Updated 9 years ago
Alternatives and similar repositories for ldr
Users that are interested in ldr are comparing it to the libraries listed below
Sorting:
- Train excitatory-inhibitory recurrent neural networks for cognitive tasks.☆50Updated 9 years ago
- Tools for spike data analysis and visualization☆108Updated 2 years ago
- CorBinian: A toolbox for modelling and simulating high-dimensional binary and count-data with correlations☆19Updated 4 years ago
- Recordings of 10k neurons during spontaneous behaviors☆53Updated last year
- 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
- Dimensionality reduction of spikes trains☆49Updated 3 years ago
- Python implementation of spike distance metrics☆75Updated last year
- Extracting neuronal functional network dynamics via adaptive Granger causality analysis☆18Updated 7 years ago
- Gaussian Process Factor Analysis☆30Updated 10 years ago
- An algorithm for unsupervised discovery of sequential structure☆168Updated last year
- non-parametric inference for convolutional filters in poisson glms☆13Updated 4 years ago
- Neyman-Scott point process model to identify sequential firing patterns in high-dimensional spike trains☆68Updated 2 years ago
- Simple tutorial on Gaussian and Poisson GLMs for single and multi-neuron spike train data☆96Updated 3 years ago
- Interpretable neural spike train models with fully-Bayesian inference algorithms☆48Updated 7 years ago
- a Python machine learning library for neurophysiology data☆36Updated 6 years ago
- ☆54Updated 6 months ago
- cli for downloading data from crcns.org☆31Updated last year
- Fitting and analysis of trial-based neural spike responses with Generalized Linear Model (GLM).☆71Updated 5 years ago
- Matlab interface for Latent Factor Analysis via Dynamical Systems (LFADS)☆50Updated 3 years ago
- Preprint classes for biological journals☆30Updated 4 years ago
- Python tools for analysis of neurophysiology data☆37Updated last year
- Code for "Cortical areas interact through a communication subspace", Semedo et al. (Neuron, 2019)☆47Updated 5 years ago
- 🕝 Time-warped principal components analysis (twPCA)☆127Updated 4 years ago
- Neural Spike Train Analysis Toolbox for Matlab☆35Updated 7 years ago
- Fitting and simulation of Poisson generalized linear model for single and multi-neuron spike trains (Pillow et al 2008).☆43Updated 6 years ago
- MountainLab is data processing, sharing and visualization software for scientists. It is built around MountainSort, spike sorting softwar…☆44Updated 6 years ago
- This repository contains code for (1) generating example neural responses from an Izhikevich model, and (2) fitting a GLM to neural respo…☆13Updated 2 years ago
- YASS: Yet Another Spike Sorter☆70Updated 2 years ago
- Train excitatory-inhibitory recurrent neural networks for cognitive tasks.☆38Updated 9 years ago
- methods & simulation code to measure sequential replay☆42Updated 4 years ago