lyndond/Analyzing_Neural_Time_Series

python implementations of Analyzing Neural Time Series Textbook

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Dynamics-of-Neural-Systems-Lab/MARBLE

Package for the data-driven representation of non-linear dynamics over manifolds based on a statistical distribution of local phase portrait features. Includes specific example on dynamical systems, synthetic- and real neural datasets.

Language: Python - Size: 217 MB - Last synced at: about 2 months ago - Pushed at: 3 months ago - Stars: 58 - Forks: 6

lposani/decodanda

Decoding and geometrical analysis of neural activity with built-in best practices

Language: Python - Size: 42.7 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 36 - Forks: 5

themattinthehatt/rlvm

MATLAB implementation of a rectified latent variable model for analysis of neural time series data.

Language: Matlab - Size: 212 KB - Last synced at: 28 days ago - Pushed at: over 7 years ago - Stars: 3 - Forks: 4

UniversumX/Universum

Modeling Perception using Curriculum Learning, Transfer Learning to make incremental steps towards a generalizable model of perception and its AI applications

Language: Python - Size: 871 MB - Last synced at: about 1 month ago - Pushed at: 2 months ago - Stars: 2 - Forks: 5

davindicode/universal-count-model

We present a probabilistic model for neural spike counts that can capture arbitrary single neuron and joint statistics with their modulation by external covariates.

Language: Python - Size: 107 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

drsax93/cofiringTopology

Exemplar code for: Gava, G.P. et al. Integrating new memories into the hippocampal network activity space. Nat Neurosci 24, 326–330 (2021).

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karahanyilmazer/msne-python-workshop

EEG analysis tutorial for extracting ERD/ERS curves from motor imagery data.

Language: Python - Size: 16.9 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

Humphries-Lab/Lab-Manual

The Humphries' lab manual

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bins0000/Neural-Data-Science

This is a neural data science project to investigate relationships between music and depression using Neural Data Science Techniques

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programerkotik/IKV2-Final-Project

Analysis of the neural simulation data from NEST Simulator. The following analysis is part of solution for the semestral project for Informatics and Cognitive Science II from Faculty of Math and Physics of Charles University in Prague.

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anupamaaas/neural-data-analysis

This repository contains MATLAB scripts for analysing neural data, with a focus on documentation and collaboration.

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Animadversio/Tuning-Manifold-Level-Sets

Official repo for NeurReps 2022 paper, "On the Level Sets and Invariance of Neural Tuning Landscapes". Analyze level sets on the tuning landscape of neurons and artificial units

Language: Python - Size: 189 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

chleibig/hdcmosmeasort

Language: MATLAB - Size: 287 KB - Last synced at: almost 2 years ago - Pushed at: over 5 years ago - Stars: 0 - Forks: 0

catetrai/neural-data-analysis

MATLAB tools for analysis and visualization of neural data

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