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☆109Updated 2 years ago
- Recordings of 10k neurons during spontaneous behaviors☆54Updated last year
- Fitting and simulation of Poisson generalized linear model for single and multi-neuron spike trains (Pillow et al 2008).☆43Updated 6 years ago
- Simple tutorial on Gaussian and Poisson GLMs for single and multi-neuron spike train data☆97Updated 3 years ago
- YASS: Yet Another Spike Sorter☆70Updated 3 years ago
- a Python machine learning library for neurophysiology data☆36Updated 7 years ago
- Deconvolution of calcium imaging data☆101Updated 9 months ago
- Fitting and analysis of trial-based neural spike responses with Generalized Linear Model (GLM).☆71Updated 5 years ago
- Code for "Cortical areas interact through a communication subspace", Semedo et al. (Neuron, 2019)☆46Updated 6 years ago
- An implementation of demixed Principal Component Analysis (a supervised linear dimensionality reduction technique)☆312Updated 3 years ago
- Neuroelectrophysiology object model and data analysis in Python.☆50Updated 3 months ago
- Python implementation of spike distance metrics☆75Updated last year
- An algorithm for unsupervised discovery of sequential structure☆168Updated last year
- Python tools for analysis of neurophysiology data☆37Updated 2 years ago
- IBL core shared libraries☆64Updated this week
- Code accompanying Steinmetz et al., 2019☆60Updated 4 years ago
- Revealing neural correlates of behavior without behavioral measurements☆15Updated 5 years ago
- Pytorch implementation of LocaNMF☆36Updated 5 years ago
- Functions to assess quality of spike sorting results☆34Updated 2 years ago
- ☆56Updated 8 months ago
- Automatic spike sorting up to 64 channels☆53Updated 4 years ago
- Coding exercises for Neural Data Science at CSHL in 2019☆29Updated 5 years ago
- Multichannel time series lossless compression in pure Python based on NumPy and zlib☆41Updated 7 months ago
- Neural Spike Train Analysis Toolbox for Matlab☆35Updated 8 years ago
- An open course in neural data science☆55Updated 8 years ago
- Matlab interface for Latent Factor Analysis via Dynamical Systems (LFADS)☆50Updated 3 years ago
- Automatic spike sorting, cluster visualization, spike sorting GUIs☆46Updated last month
- non-parametric inference for convolutional filters in poisson glms☆13Updated 4 years ago
- Detect synchronous and overlapped spikes in extracellular recordings using Binary Pursuit (Pillow et al 2013)☆12Updated 10 years ago
- Computational toolbox for analysis of calcium imaging data of neuronal populations☆33Updated 2 years ago