KordingLab / spykesMLLinks
A class for using ML algorithms for spike prediction
☆61Updated 7 years ago
Alternatives and similar repositories for spykesML
Users that are interested in spykesML are comparing it to the libraries listed below
Sorting:
- Tools for spike data analysis and visualization☆108Updated 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
- Recordings of 10k neurons during spontaneous behaviors☆53Updated last year
- Simple tutorial on Gaussian and Poisson GLMs for single and multi-neuron spike train data☆96Updated 3 years ago
- a Python machine learning library for neurophysiology data☆36Updated 6 years ago
- Deconvolution of calcium imaging data☆98Updated 7 months ago
- YASS: Yet Another Spike Sorter☆70Updated 2 years ago
- Coding exercises for Neural Data Science at CSHL in 2019☆29Updated 5 years ago
- Neuroelectrophysiology object model and data analysis in Python.☆50Updated last month
- Code for "Cortical areas interact through a communication subspace", Semedo et al. (Neuron, 2019)☆47Updated 5 years ago
- Fitting and analysis of trial-based neural spike responses with Generalized Linear Model (GLM).☆71Updated 5 years ago
- An algorithm for unsupervised discovery of sequential structure☆167Updated last year
- Automatic spike sorting, cluster visualization, spike sorting GUIs☆44Updated last year
- IBL core shared libraries☆63Updated this week
- An implementation of demixed Principal Component Analysis (a supervised linear dimensionality reduction technique)☆305Updated 3 years ago
- Automatic spike sorting up to 64 channels☆53Updated 4 years ago
- Code accompanying Steinmetz et al., 2019☆60Updated 4 years ago
- Python implementation of spike distance metrics☆74Updated last year
- Pytorch implementation of LocaNMF☆36Updated 5 years ago
- An open course in neural data science☆55Updated 8 years ago
- Python tools for analysis of neurophysiology data☆37Updated last year
- Train excitatory-inhibitory recurrent neural networks for cognitive tasks.☆50Updated 9 years ago
- Code and data for the book "Case Studies in Neural Data Analysis"☆36Updated 8 years ago
- Interpretable neural spike train models with fully-Bayesian inference algorithms☆48Updated 7 years ago
- NSCI 801 (Queen's U) Quantitative Neuroscience course materials☆111Updated 7 months ago
- Preprint classes for biological journals☆30Updated 4 years ago
- Matlab interface for Latent Factor Analysis via Dynamical Systems (LFADS)☆50Updated 3 years ago
- Computational toolbox for analysis of calcium imaging data of neuronal populations☆33Updated 2 years ago
- Functions to assess quality of spike sorting results☆34Updated 2 years ago
- Multichannel time series lossless compression in pure Python based on NumPy and zlib☆40Updated 5 months ago