arthur-pe / slicetcaLinks
Library to perform Slice Tensor Component Analysis (sliceTCA)
☆55Updated 7 months ago
Alternatives and similar repositories for slicetca
Users that are interested in slicetca are comparing it to the libraries listed below
Sorting:
- 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
- Sparse Component Analysis: An unsupervised method for recovering interpretable latent factors☆28Updated 8 months ago
- ☆59Updated 3 years ago
- A dimensionality reduction framework for disentangling the flow of signals between populations of neurons☆33Updated 2 months ago
- State space models for decoding hippocampal trajectories and determining their type using sorted or clusterless data☆50Updated last month
- Code for "Cortical areas interact through a communication subspace", Semedo et al. (Neuron, 2019)☆47Updated 6 years ago
- Preferential Subspace Identification Algorithm☆54Updated 5 months ago
- A very simple and barebones tensor decomposition library for CP decomposition a.k.a. PARAFAC a.k.a. TCA☆39Updated 2 years ago
- Code to reproduce figures for "Mice alternate between discrete strategies during perceptual decision-making" from Ashwood, Roy, Stone, IB…☆51Updated 2 years ago
- ☆56Updated 7 months ago
- Code to train and analyze multi-region data-constrained RNNs and perform Current-Based Decomposition (CURBD)☆54Updated 4 years ago
- Tools for analyzing spiking data from single-neuron recodings.☆29Updated last week
- NEural MOdelS, a statistical modeling framework for neuroscience.☆108Updated this week
- A dimensionality reduction framework for characterizing the multi-dimensional, concurrent flow of signals across multiple neuronal popula…☆15Updated 6 months ago
- Fitting and analysis of trial-based neural spike responses with Generalized Linear Model (GLM).☆71Updated 5 years ago
- Code accompanying Steinmetz et al., 2019☆60Updated 4 years ago
- A course given at the 2017 Canadian Neuroscience meeting, Neural Signal Analysis Satellite.☆15Updated 7 years ago
- NeuroPyxels (npyx) is a python library built for electrophysiologists using Neuropixels electrodes. This package stems from the need of a…☆137Updated 4 months ago
- Ephys toolbox to match single units (electrophysiology) either within the same day (over splits) or across two days☆70Updated this week
- Decoding and geometrical analysis of neural activity with built-in best practices☆45Updated 6 months ago
- Tools for identifying sharp wave ripple events using LFPs☆39Updated 2 weeks ago
- "Approaches to Study Neural Circuits" course☆66Updated 10 months ago
- code accompanying Pellegrino*, Stein*, & Cayco-Gajic (2023).☆11Updated last year
- Neuroelectrophysiology object model and data analysis in Python.☆50Updated 2 months ago
- Metrics for spike sorting validation/quality control☆14Updated 4 years ago
- WIP: Python port of Kilosort2☆50Updated 2 years ago
- Tutorials for using SpikeInterface on extracellular datasets.☆67Updated last year
- Create NWB files by converting and combining neural data in proprietary formats and adding essential metadata.☆65Updated last week
- Open-source, graph-based Python code generator and analysis toolbox for dynamical systems (pre-implemented and custom models). Most pre-i…☆85Updated 2 months ago
- Fitting and simulation of Poisson generalized linear model for single and multi-neuron spike trains (Pillow et al 2008).☆43Updated 6 years ago