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The Top 23 Matlab Neurons Open Source Projects

Open source projects categorized as Matlab Neurons
Mobile Id ⭐ 180
Deep Face Model Compression
most recent commit 6 years ago
Mneuron ⭐ 78
most recent commit 6 years ago
Tensor Demo ⭐ 56
A quickstart guide to tensor decomposition
most recent commit 2 years ago
Xolotl ⭐ 44
A MATLAB neuron simulator. Very fast (written in C++). Flexible (fully object oriented). Immediate (live manipulation in MATLAB). Comes with a powerful parameter optimizer. Get started ➡️
most recent commit a year ago
Stringer Pachitariu Et Al 2018b ⭐ 40
Responses of 10,000 neurons to 2,800 natural images
most recent commit 5 years ago
Computational Neuroscience ⭐ 37
Short undergraduate course taught at University of Pennsylvania on computational and theoretical neuroscience. Provides an introduction to programming in MATLAB, single-neuron models, ion channel models, basic neural networks, and neural decoding.
most recent commit 5 months ago
Steinmetz Et Al 2019 ⭐ 36
Code accompanying Steinmetz et al., 2019
most recent commit 3 years ago
Stringer Pachitariu Et Al 2018a ⭐ 31
Recordings of 10k neurons during spontaneous behaviors
most recent commit 5 years ago
Sortingquality ⭐ 29
Functions to assess quality of spike sorting results
most recent commit 8 months ago
Treestoolbox ⭐ 23
TREES toolbox
most recent commit 3 months ago
Glmspiketools ⭐ 18
Fitting and simulation of Poisson generalized linear model for single and multi-neuron spike trains (Pillow et al 2008).
most recent commit 5 years ago
Fast Furious ⭐ 16
code (R, Matlab/Octave), models and meta-models I needed in my Machine Learning Lab but I didn't found on the shelf
most recent commit 5 years ago
Smc Oopsi ⭐ 16
code to implement our sequential monte carlo (smc) algorithm to perform optimal optical spike inference (oopsi) for individual neurons
most recent commit 7 years ago
Edbn ⭐ 14
Event-based deep belief network offline training algorithm
most recent commit 10 years ago
Corbinian ⭐ 14
CorBinian: A toolbox for modelling and simulating high-dimensional binary and count-data with correlations
most recent commit 3 years ago
Denerd ⭐ 13
High-throughput Detection of Neurons for Brain-wide analysis with Deep Learning
most recent commit 2 years ago
Breast Cancer Neural Networks ⭐ 13
Classifying malignant and benign tumors using Neural Networks 🔬
most recent commit 3 years ago
Matlab Utils ⭐ 12
Years of matlab utilities, including an interface between NEURON and Matlab
most recent commit 13 years ago
Glm_and_izhikevich ⭐ 11
This repository contains code for (1) generating example neural responses from an Izhikevich model, and (2) fitting a GLM to neural responses.
most recent commit a year ago
Nntl ⭐ 10
Neural Networks Templates Library
most recent commit 3 years ago
Tenaspis ⭐ 10
TENASPIS
most recent commit 5 years ago
Encodingmodel ⭐ 10
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
most recent commit 5 years ago
Ln Model Of Mec Neurons ⭐ 10
Code implements the LN model used to describe spike trains of MEC neurons based on the animal's position, head direction, speed, and theta phase information. Used in Hardcastle et al., 2017.
most recent commit 2 years ago
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