arthur-pe / slicetca
Library to perform Slice Tensor Component Analysis (sliceTCA)
☆46Updated this week
Alternatives and similar repositories for slicetca:
Users that are interested in slicetca are comparing it to the libraries listed below
- Code to train and analyze multi-region data-constrained RNNs and perform Current-Based Decomposition (CURBD)☆52Updated 4 years ago
- Code for "Cortical areas interact through a communication subspace", Semedo et al. (Neuron, 2019)☆44Updated 5 years ago
- A dimensionality reduction framework for disentangling the flow of signals between populations of neurons☆29Updated 2 years ago
- Sparse component analysis☆26Updated last month
- Tools for analyzing spiking data from single-neuron recodings.☆26Updated this week
- Code to reproduce figures for "Mice alternate between discrete strategies during perceptual decision-making" from Ashwood, Roy, Stone, IB…☆42Updated last year
- ☆48Updated 2 years ago
- A course given at the 2017 Canadian Neuroscience meeting, Neural Signal Analysis Satellite.☆14Updated 6 years ago
- A very simple and barebones tensor decomposition library for CP decomposition a.k.a. PARAFAC a.k.a. TCA☆33Updated last year
- NEural MOdelS, a statistical modeling framework for neuroscience.☆91Updated this week
- Neuroelectrophysiology object model and data analysis in Python.☆50Updated last week
- Preferential Subspace Identification Algorithm☆52Updated 4 months ago
- Package for the data-driven representation of non-linear dynamics over manifolds based on a statistical distribution of local phase portr…☆55Updated 2 weeks ago
- Create NWB files by converting and combining neural data in proprietary formats and adding essential metadata.☆54Updated this week
- WIP: Python port of Kilosort2☆50Updated last year
- This repo allows for the complete reproduction, from processed data, of all the main and supplemental figures in the manuscript Non-linea…☆21Updated last year
- Ephys toolbox to match single units (electrophysiology) either within the same day (over splits) or across two days☆53Updated 2 weeks ago
- A dimensionality reduction framework for characterizing the multi-dimensional, concurrent flow of signals across multiple neuronal popula…☆14Updated last year
- Code accompanying Steinmetz et al., 2019☆58Updated 3 years ago
- Tutorial☆10Updated 4 years ago
- IBL core shared libraries☆62Updated this week
- State space models for decoding hippocampal trajectories and determining their type using sorted or clusterless data☆47Updated 5 months ago
- A repository of neural manifold techniques described and compared in "Neural manifold analysis of brain circuit dynamics in health and di…☆25Updated last year
- Fitting and simulation of Poisson generalized linear model for single and multi-neuron spike trains (Pillow et al 2008).☆37Updated 5 years ago
- Tools for identifying sharp wave ripple events using LFPs☆36Updated 4 months ago
- A open toolbox of several machine learning approaches for sharp-wave ripple detection☆26Updated 7 months ago
- ☆22Updated 5 years ago
- jPCA for Neural Data Analysis in Python☆47Updated last year
- ☆50Updated last week
- Supervised and unsupervised techniques to decode signals from a population of neurons: the case of head-direction cells.☆12Updated 4 years ago