Tools for the analysis of electro-physiological datasets, including EEG.
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Updated
Nov 2, 2017 - Python
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.
A Matlab software for Clinical Neural Engineering Laboratory.
A general purpose BCI platform designed to work with Neuralynx
Custom MATLAB code for Mostame et al. NeuroImage 2020 https://www.sciencedirect.com/science/article/pii/S1053811920305371?via%3Dihub
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
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.
ECoG Motor Imagery Classification and Analysis. (Neuromatch Academy Project)
Visual working memory and workload components in ECoG during n-Back task
This repository provides analysis code to analyze intracranial electrophysiological data with data-driven spatial filters.
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.
Data and code for the research paper "Bone conducted responses in the neonatal rat auditory cortex" (Makarov et. al., 2021)
3D visualization tool
Web-based Electrode Visualization
Functions for preprocessing timeseries data stored in the NWB format
A list of openly available software tools for (mostly human) electrophysiology.
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