Eden-Kramer-Lab / replay_trajectory_classificationLinks
State space models for decoding hippocampal trajectories and determining their type using sorted or clusterless data
☆49Updated 9 months ago
Alternatives and similar repositories for replay_trajectory_classification
Users that are interested in replay_trajectory_classification are comparing it to the libraries listed below
Sorting:
- ☆54Updated 2 years ago
- A very simple and barebones tensor decomposition library for CP decomposition a.k.a. PARAFAC a.k.a. TCA☆35Updated last year
- Library to perform Slice Tensor Component Analysis (sliceTCA)☆53Updated 3 months ago
- NEural MOdelS, a statistical modeling framework for neuroscience.☆100Updated last week
- Code accompanying Inferring stochastic low-rank RNNs from neural data. @matthijspals☆21Updated 2 months ago
- A course given at the 2017 Canadian Neuroscience meeting, Neural Signal Analysis Satellite.☆14Updated 7 years ago
- Package for the data-driven representation of non-linear dynamics over manifolds based on a statistical distribution of local phase portr…☆73Updated 4 months ago
- A dimensionality reduction framework for disentangling the flow of signals between populations of neurons☆31Updated last month
- pynapple collaborative data analysis (high level python scripts)☆37Updated last year
- A repository of neural manifold techniques described and compared in "Neural manifold analysis of brain circuit dynamics in health and di…☆25Updated last year
- Code for "Cortical areas interact through a communication subspace", Semedo et al. (Neuron, 2019)☆46Updated 5 years ago
- Tools for identifying sharp wave ripple events using LFPs☆37Updated 8 months ago
- Code to reproduce figures for "Mice alternate between discrete strategies during perceptual decision-making" from Ashwood, Roy, Stone, IB…☆48Updated last year
- Pytorch implementation of LocaNMF☆36Updated 5 years ago
- Code implements the LN model used to describe spike trains of MEC neurons based on the animal's position, head direction, speed, and thet…☆23Updated 3 years ago
- Code to train and analyze multi-region data-constrained RNNs and perform Current-Based Decomposition (CURBD)☆53Updated 4 years ago
- Ephys toolbox to match single units (electrophysiology) either within the same day (over splits) or across two days☆63Updated this week
- Fitting low-rank RNNs to neural trajectories (LINT method).☆17Updated 3 months ago
- WIP: Python port of Kilosort2☆51Updated last year
- ☆23Updated 5 years ago
- Preferential Subspace Identification Algorithm☆52Updated 3 weeks ago
- Fitting and analysis of trial-based neural spike responses with Generalized Linear Model (GLM).☆70Updated 5 years ago
- Spike Sorting Utilities☆9Updated 2 years ago
- Decoding and geometrical analysis of neural activity with built-in best practices☆44Updated 2 months ago
- Sparse Component Analysis: An unsupervised method for recovering interpretable latent factors☆28Updated 4 months ago
- Tutorial☆10Updated 4 years ago
- A dimensionality reduction framework for characterizing the multi-dimensional, concurrent flow of signals across multiple neuronal popula…☆16Updated 2 months ago
- IBL core shared libraries☆63Updated last week
- ☆18Updated last year
- Neuropixels trajectory explorer with the Allen CCF mouse atlas☆74Updated 2 months ago