lfads / lfads-run-managerLinks
Matlab interface for Latent Factor Analysis via Dynamical Systems (LFADS)
☆50Updated 3 years ago
Alternatives and similar repositories for lfads-run-manager
Users that are interested in lfads-run-manager are comparing it to the libraries listed below
Sorting:
- Code for "Cortical areas interact through a communication subspace", Semedo et al. (Neuron, 2019)☆46Updated 6 years ago
- Recordings of 10k neurons during spontaneous behaviors☆54Updated last year
- Fitting and analysis of trial-based neural spike responses with Generalized Linear Model (GLM).☆71Updated 5 years ago
- non-parametric inference for convolutional filters in poisson glms☆13Updated 4 years ago
- YASS: Yet Another Spike Sorter☆70Updated 3 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
- Tools for spike data analysis and visualization☆109Updated 2 years ago
- Neyman-Scott point process model to identify sequential firing patterns in high-dimensional spike trains☆70Updated 2 years ago
- Code accompanying Steinmetz et al., 2019☆60Updated 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
- An algorithm for unsupervised discovery of sequential structure☆168Updated last year
- Simple tutorial on Gaussian and Poisson GLMs for single and multi-neuron spike train data☆97Updated 3 years ago
- Code to train and analyze multi-region data-constrained RNNs and perform Current-Based Decomposition (CURBD)☆55Updated 4 years ago
- jPCA for Neural Data Analysis in Python☆52Updated 2 years ago
- ☆60Updated 3 years ago
- ☆56Updated 8 months ago
- State space models for decoding hippocampal trajectories and determining their type using sorted or clusterless data☆51Updated last month
- ☆35Updated 3 months ago
- IBL core shared libraries☆64Updated this week
- Pytorch implementation of LocaNMF☆36Updated 5 years ago
- Supplementary code for the paper "Linking connectivity, dynamics and computations in low-rank recurrent neural networks" by F. Mastrogius…☆35Updated 7 years ago
- NEural MOdelS, a statistical modeling framework for neuroscience.☆110Updated this week
- ☆24Updated 5 years ago
- a visualization method for neural data☆238Updated 7 months ago
- This reading list is centered around the practical application of linear dynamical systems models to predict neural data☆41Updated 3 years ago
- Linear-Nonlinear-Poisson (LNP) model fitting via Maximally-Informative-Dimensions (MID) / maximum likelihood☆19Updated 7 years ago
- Revealing neural correlates of behavior without behavioral measurements☆15Updated 5 years ago
- FixedPointFinder: A Tensorflow toolbox for identifying and characterizing fixed points in recurrent neural networks☆102Updated last year
- Package for the data-driven representation of non-linear dynamics over manifolds based on a statistical distribution of local phase portr…☆88Updated 3 months ago
- Toolbox for analyzing behavioral videos and neural activity☆60Updated last year