Sundaymorning2017

Pinned Repositories

• Deep-Learning-Coursera

  Deep Learning Specialization by Andrew Ng on Coursera.

  Language:Jupyter Notebook10

• CaImAn

  Computational toolbox for large scale Calcium Imaging Analysis, including movie handling, motion correction, source extraction, spike deconvolution and result visualization.

  Language:Jupyter Notebook00

• CaImAn-MATLAB

  Complete Matlab pipeline for large scale calcium imaging data analysis

  Language:MATLAB00

• CILVA

  Code for fitting the calcium imaging latent variable analysis model. Accompanies the paper "Model-based decoupling of evoked and spontaneous neural activity in calcium imaging data." by M. A. Triplett, Z. Pujic, B. Sun, L. Avitan & G. J. Goodhill. (2019).

  Language:Jupyter Notebook00

• dPCA

  An implementation of demixed Principal Component Analysis (a supervised linear dimensionality reduction technique)

  Language:Jupyter Notebook00

• encodingmodel

  Generate a matrix of predictors corresponding to different behavioral variables and process a regression-based encoding model to obtain the relative contributions of the different behavioral variables to the activity of each neuron

  Language:MATLAB00

• Epoch-Dependent-LDS-Fit

  Epoch dependent linear dynamics system fit

  Language:MATLAB00

• NeuralTraj

  Matlab codepack for performing dimensionality reduction on neural data using TD-GPFA or GPFA.

  Language:MATLAB00

• NPMK

  Neural Processing Matlab Kit is a set of functions for loading and manipulating data from Blackrock Microsystems' data files (.CCF, .NEV, .NSx).

  Language:MATLAB00

• orbit

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Sundaymorning2017's Repositories