neil-gallagher / CSFA
Codebase for Cross-Spectral Factor Analysis (Gallagher et al., 2017)
☆13Updated 4 years ago
Alternatives and similar repositories for CSFA:
Users that are interested in CSFA are comparing it to the libraries listed below
- ☆22Updated 5 years ago
- A dimensionality reduction framework for disentangling the flow of signals between populations of neurons☆29Updated 2 years ago
- methods for detecting/quantifying reactivation and replay in neural data☆11Updated 3 years ago
- Zenith of Event-based Time-locked Anomalies☆13Updated last year
- Code for "Cortical areas interact through a communication subspace", Semedo et al. (Neuron, 2019)☆44Updated 5 years ago
- Library to perform Slice Tensor Component Analysis (sliceTCA)☆46Updated this week
- Matlab codepack for performing dimensionality reduction on neural data using TD-GPFA or GPFA.☆20Updated 7 years ago
- A very simple and barebones tensor decomposition library for CP decomposition a.k.a. PARAFAC a.k.a. TCA☆33Updated last year
- State space models for decoding hippocampal trajectories and determining their type using sorted or clusterless data☆47Updated 5 months ago
- Revealing neural correlates of behavior without behavioral measurements☆14Updated 5 years ago
- Pytorch implementation of LocaNMF☆35Updated 5 years ago
- MClust is a Matlab-based spike sorting toolbox for the separation of putative cells from multi-site neurophysiological recordings. It is…☆16Updated 2 years ago
- Neuroelectrophysiology object model and data analysis in Python.☆50Updated last week
- Code to reproduce figures for "Mice alternate between discrete strategies during perceptual decision-making" from Ashwood, Roy, Stone, IB…☆42Updated last year
- ☆50Updated last week
- Fitting and simulation of Poisson generalized linear model for single and multi-neuron spike trains (Pillow et al 2008).☆37Updated 5 years ago
- Functions to assess quality of spike sorting results☆32Updated last year
- Tools for analyzing spiking data from single-neuron recodings.☆26Updated this week
- Neuroscience/electrophsyiology data analysis tools (mostly Matlab)☆14Updated 5 years ago
- non-parametric inference for convolutional filters in poisson glms☆13Updated 3 years ago
- ☆13Updated 5 years ago
- Linear-Nonlinear-Poisson (LNP) model fitting via Maximally-Informative-Dimensions (MID) / maximum likelihood☆18Updated 7 years ago
- IBL core shared libraries☆62Updated this week
- Match suite2p ROIs between imaging sessions☆25Updated 5 years ago
- A open toolbox of several machine learning approaches for sharp-wave ripple detection☆26Updated 7 months ago
- Gallery of visualizations and analyses of the Allen Brain Observatory☆24Updated 2 years ago
- code to fit GLMs, HMMs, and GLM-HMMs (aka IO-HMMs)☆29Updated 7 months ago
- Extracting neuronal functional network dynamics via adaptive Granger causality analysis☆18Updated 6 years ago
- WIP: Python port of Kilosort2☆50Updated last year
- Code to train and analyze multi-region data-constrained RNNs and perform Current-Based Decomposition (CURBD)☆52Updated 4 years ago