ahwillia / PyNeuron-ToolboxLinks
Some python functions to supplement the NEURON python module
☆29Updated 6 years ago
Alternatives and similar repositories for PyNeuron-Toolbox
Users that are interested in PyNeuron-Toolbox are comparing it to the libraries listed below
Sorting:
- Python tools for analysis of neurophysiology data☆37Updated 2 years ago
- latent manifold tuning model / P-GPLVM☆13Updated 6 years ago
- This code package is for the Tensor-Maximum-Entropy (TME) method. This method generates random surrogate data that preserves a specified …☆18Updated 8 years ago
- a Python machine learning library for neurophysiology data☆36Updated 7 years ago
- Tools for spike data analysis and visualization☆110Updated 2 years ago
- A class for using ML algorithms for spike prediction☆61Updated 7 years ago
- Linear-Nonlinear-Poisson (LNP) model fitting via Maximally-Informative-Dimensions (MID) / maximum likelihood☆19Updated 8 years ago
- CorBinian: A toolbox for modelling and simulating high-dimensional binary and count-data with correlations☆19Updated 4 years ago
- Dimensionality reduction of spikes trains☆49Updated 4 years ago
- A very simple and barebones tensor decomposition library for CP decomposition a.k.a. PARAFAC a.k.a. TCA☆39Updated 2 years ago
- Fitting and simulation of Poisson generalized linear model for single and multi-neuron spike trains (Pillow et al 2008).☆43Updated 6 years ago
- IBL core shared libraries☆66Updated this week
- Everything needed to replicate the figures from the paper "Engineering recurrent neural networks from task-relevant manifolds and dynamic…☆12Updated 6 years ago
- Neuroelectrophysiology object model and data analysis in Python.☆50Updated 5 months ago
- Pytorch implementation of LocaNMF☆36Updated 5 years ago
- Computational toolbox for analysis of calcium imaging data of neuronal populations☆33Updated 2 years ago
- Code for "Cortical areas interact through a communication subspace", Semedo et al. (Neuron, 2019)☆46Updated 6 years ago
- Recordings of 10k neurons during spontaneous behaviors☆54Updated last year
- Simple tutorial on Gaussian and Poisson GLMs for single and multi-neuron spike train data☆98Updated 3 years ago
- YASS: Yet Another Spike Sorter☆70Updated 3 years ago
- Automatic spike sorting up to 64 channels☆54Updated 4 years ago
- ☆41Updated 5 months ago
- Train excitatory-inhibitory recurrent neural networks for cognitive tasks.☆55Updated 9 years ago
- Machine Learning Methods for Neural Data Analysis☆20Updated 8 months ago
- Matlab interface for Latent Factor Analysis via Dynamical Systems (LFADS)☆50Updated 4 years ago
- A TensorFlow 2.0 implementation of Latent Factor Analysis via Dynamical Systems (LFADS) and AutoLFADS.☆22Updated 2 years ago
- ☆57Updated 10 months ago
- cli for downloading data from crcns.org☆32Updated 2 years ago
- Neyman-Scott point process model to identify sequential firing patterns in high-dimensional spike trains☆70Updated 2 years ago
- This repository contains code for (1) generating example neural responses from an Izhikevich model, and (2) fitting a GLM to neural respo…☆13Updated 2 years ago