MattNolanLab / grid_cell_analysisLinks
Analysis for grid cells, grid fields, and head direction.
☆18Updated 4 years ago
Alternatives and similar repositories for grid_cell_analysis
Users that are interested in grid_cell_analysis are comparing it to the libraries listed below
Sorting:
- Code and data to accompany the Rosenberg 2021 Preprint☆18Updated 2 years ago
- Code for Task representations in neural networks trained to perform many cognitive tasks☆169Updated 6 years ago
- Fitting and analysis of trial-based neural spike responses with Generalized Linear Model (GLM).☆72Updated 5 years ago
- Recordings of 10k neurons during spontaneous behaviors☆54Updated last year
- Tutorial codes for modeling brains with neural nets☆235Updated 4 years ago
- Code to train and analyze multi-region data-constrained RNNs and perform Current-Based Decomposition (CURBD)☆54Updated 4 years ago
- Code accompanying Steinmetz et al., 2019☆60Updated 4 years ago
- paper figure code☆24Updated 2 years ago
- A python package for simulating movement and spatial cell types (e.g. place cells, grid cells) in continuous environments.☆238Updated this week
- Matlab interface for Latent Factor Analysis via Dynamical Systems (LFADS)☆50Updated 3 years ago
- Code accompanying Inferring stochastic low-rank RNNs from neural data. @matthijspals☆24Updated 5 months ago
- Supplementary code for the paper "Linking connectivity, dynamics and computations in low-rank recurrent neural networks" by F. Mastrogius…☆35Updated 7 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
- A course given at the 2017 Canadian Neuroscience meeting, Neural Signal Analysis Satellite.☆15Updated 7 years ago
- Simple tutorial on Gaussian and Poisson GLMs for single and multi-neuron spike train data☆96Updated 3 years ago
- Open-source, graph-based Python code generator and analysis toolbox for dynamical systems (pre-implemented and custom models). Most pre-i…☆84Updated last month
- ☆23Updated 3 years ago
- NEural MOdelS, a statistical modeling framework for neuroscience.☆106Updated this week
- ☆59Updated 3 years ago
- NeuroPyxels (npyx) is a python library built for electrophysiologists using Neuropixels electrodes. This package stems from the need of a…☆134Updated 3 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
- Code for internal lab sharing - polishing has started but is by no means complete☆129Updated last year
- Toolbox for analyzing behavioral videos and neural activity☆60Updated last year
- Framework for predicting neural activity from mouse orofacial movements tracked using a pose estimation model. Package also includes sing…☆176Updated 2 months ago
- ☆55Updated 7 months ago
- State space models for decoding hippocampal trajectories and determining their type using sorted or clusterless data☆50Updated 2 weeks ago
- A curated collection of neuroscience tasks with a common interface.☆298Updated last week
- Fitting low-rank RNNs to neural trajectories (LINT method).☆18Updated 6 months ago
- a visualization method for neural data☆237Updated 6 months ago
- Software for high density electrophysiology☆30Updated 8 months ago