neural-data-analysis

There are 0 repository under neural-data-analysis topic.

• lyndond / Analyzing_Neural_Time_Series

  python implementations of Analyzing Neural Time Series Textbook

  pythoneegneurosciencejupyteranalysisneural-data-analysissignal-processingtime-series
  Language:Jupyter Notebook 172

• lposani / decodanda

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

  decodinggeometryneural-dataneural-data-analysisneuroscience
  Language:Python 27

• agosztolai / 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. https://agosztolai.github.io/MARBLE/

  data-drivendynamical-modelingdynamical-systemsgeometric-deep-learningneural-data-analysisrecurrent-neural-networksdeep-learningmachine-learningnon-linear-dynamics
  Language:Python 23

• 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).

  ephysnetwork-analysisneural-data-analysis
  Language:Jupyter Notebook 3

• themattinthehatt / rlvm

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

  latent-variable-modelsneural-data-analysisneuroscience
  Language:Matlab 2

• ajithksenthil / Universum

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

  brain-computer-interfacedata-sciencemachine-learningneural-data-analysis
  Language:TeX 1

• 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.

  count-distributiongaussian-processesneural-data-analysisprobabilistic-machine-learning
  Language:Python 1

• anupamaaas / neural-data-analysis

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

  matlab-scriptneural-data-analysis
  0

• bins0000 / Neural-Data-Science

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

  brain-imagingfmri-data-analysisneural-data-analysisconnectivity-analysisfmriprepglm
  Language:Jupyter Notebook 0

• catetrai / neural-data-analysis

  MATLAB tools for analysis and visualization of neural data

  neuroscienceneuroscience-methodsneural-data-analysismatlabsystems-neuroscienceelectrophysiologyelectrophysiology-data
  Language:MATLAB 0

• chleibig / hdcmosmeasort

  neural-data-analysisspike-sortingunsupervised-machine-learningindependent-component-analysisconvolution
  Language:MATLAB 0

• Humphries-Lab / Lab-Manual

  The Humphries' lab manual

  computational-neurosciencelab-manualneural-data-analysis
  Language:HTML 0

• 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.

  nest-simulatorneural-data-analysisneural-simulations
  Language:Jupyter Notebook 0

• 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

  visionconvolutional-neural-networksgeometrylevel-setneural-data-analysis
  Language:Python