ecog

MNE: Magnetoencephalography (MEG) and Electroencephalography (EEG) in Python

The MATLAB toolbox for MEG, EEG and iEEG analysis

Parameterizing neural power spectra into periodic & aperiodic components.

A list of openly available datasets in (mostly human) electrophysiology.

A Python Toolbox for Multimode Neural Data Representation Analysis - A Representational Analysis Toolbox for Neuroscience, including Neural Pattern Similarity (NPS), Representational Similarity Analysis (RSA), Spatiotemporal Pattern Similarity (STPS) & Inter-Subject Correlation (ISC)

A list of openly available software tools for (mostly human) electrophysiology.

Package to analyze EEG, ECoG and other electrophysiology formats. It allows for visualization of the results and for a GUI that can be used to score sleep stages.

Matlab toolbox for univariate and multivariate analysis of EEG data in the time and frequency domains

3D Visualization of Brain MRI

ECoG/EEG neural network decoder that can generalize to unseen participants and recording modalities. Replicates our published results: https://doi.org/10.1088/1741-2552/abda0b.

This repository provides analysis code to analyze intracranial electrophysiological data with data-driven spatial filters.

Systems Neuroscience Computing in Python: user-friendly analysis of large-scale electrophysiology data

A Matlab software for Clinical Neural Engineering Laboratory.

Web-based Electrode Visualization

Methodological considerations for analyzing and interpreting neural oscillations.

A general purpose BCI platform designed to work with Neuralynx

Functions for preprocessing timeseries data stored in the NWB format

Real-time analysis of intracranial neurophysiology recordings.

The codebase for a research project that uses common spatial patterns (CSP) filters to search for waveforms in epileptic Electrocorticographic (ECoG) signals that are discriminative of the preictal and interictal state.

Analysis of human behavioral and neural variability during naturalistic arm movements. Replicates the findings in our preprint: https://www.biorxiv.org/content/10.1101/2020.04.17.047357v2

Localization of high-density ECoG grid onto the brain surface

Custom MATLAB code for Mostame et al. NeuroImage 2020 https://www.sciencedirect.com/science/article/pii/S1053811920305371?via%3Dihub

Data and code for the research paper Bone-conducted Responses in the Neonatal Rat Auditory Cortex (Makarov et. al., 2021)

Time series analysis codes used in the company's data science projects.

Tools for the analysis of electro-physiological datasets, including EEG.

Decoding the effect of specific stimuli on the high frequency and event-related potential ECoG activity of the brain, using machine learning and signal processing techniques.

ECoG Motor Imagery Classification and Analysis. (Neuromatch Academy Project)