python implementations of Analyzing Neural Time Series Textbook
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Nov 1, 2021 - Jupyter Notebook
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neural-data-analysis
Here are 18 public repositories matching this topic...
Decoding and geometrical analysis of neural activity with built-in best practices
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Nov 7, 2024 - Python
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/
machine-learning deep-learning data-driven recurrent-neural-networks dynamical-systems dynamical-modeling neural-data-analysis geometric-deep-learning non-linear-dynamics
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Nov 4, 2024 - Python
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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Dec 6, 2022 - Jupyter Notebook
MATLAB implementation of a rectified latent variable model for analysis of neural time series data.
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Sep 26, 2017 - MATLAB
Rock paper scissors classfication from optically pumped magnetometers (OPM) data
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Feb 27, 2024 - Python
Modeling Perception using Curriculum Learning, Transfer Learning to make incremental steps towards a generalizable model of perception and its AI applications
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Dec 25, 2024 - Python
Neural Data Analysis Program is designed to process and analyze neural data.
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Jul 18, 2024 - Python
We present a probabilistic model for neural spike counts that can capture arbitrary single neuron and joint statistics with their modulation by external covariates.
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Feb 21, 2024 - Python
convolution spike-sorting neural-data-analysis unsupervised-machine-learning independent-component-analysis
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Aug 25, 2019 - MATLAB
This repository contains MATLAB scripts for analysing neural data, with a focus on documentation and collaboration.
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Mar 16, 2023
MATLAB tools for analysis and visualization of neural data
matlab neuroscience electrophysiology neural-data-analysis neuroscience-methods systems-neuroscience electrophysiology-data
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Jan 12, 2017 - MATLAB
EEG analysis tutorial for extracting ERD/ERS curves from motor imagery data.
eeg neural-data-analysis motor-imagery event-related-synchronization event-related-desynchronization
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Nov 28, 2024 - Python
This is a neural data science project to investigate relationships between music and depression using Neural Data Science Techniques
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Jul 11, 2023 - Jupyter Notebook
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
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Mar 13, 2023 - Python
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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Jun 4, 2023 - Jupyter Notebook
The Humphries' lab manual
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Feb 1, 2024 - HTML
Simulate EEG data reflecting sensorimotor oscillations. Develop and compare spatial filters, evaluating their effectiveness in extracting neural sources.
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Nov 28, 2024 - Jupyter Notebook
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