State-space Oscillator Modeling And Time-series Analysis (SOMATA) is a Python library for state-space neural signal processing algorithms developed in the Purdon Lab.
☆32Aug 9, 2024Updated last year
Alternatives and similar repositories for somata
Users that are interested in somata are comparing it to the libraries listed below
Sorting:
- Code to reproduce the main results in: Siebenhühner et al., 2020, "Resting-state cross-frequency coupling networks in human electrophysio…☆11Mar 11, 2020Updated 5 years ago
- Toolbox for detecting and analyzing rhythms as transient spectral events☆23Jul 22, 2024Updated last year
- The official re-implementation of the Neurips 2021 paper, "Targeted Neural Dynamical Modeling".☆10Mar 4, 2022Updated 4 years ago
- Animated visualizers for signals.☆11Oct 20, 2025Updated 4 months ago
- Routines for teaching MRI principles in Stanford's Psych 204A☆14Feb 22, 2025Updated last year
- EEG/MEG data preprocessing and analyses framework☆12May 2, 2022Updated 3 years ago
- Analyze the waveform shape of neural oscillations.☆12Nov 14, 2018Updated 7 years ago
- Fast Automated Spike Tracker☆11Feb 27, 2019Updated 7 years ago
- This is scaffolding for building cognitive experiments in psychopy☆15Jun 8, 2021Updated 4 years ago
- easy ssh tunnel for google colab notebook. thanks for the free GPU google☆10Nov 20, 2021Updated 4 years ago
- a python3 version of matlab mTRF-Toolbox by Lalor Lab https://mtrfpy.readthedocs.io/☆35Oct 22, 2025Updated 4 months ago
- Repo for "An empirically-driven guide on using Bayes Factors for M/EEG decoding"☆13Nov 2, 2022Updated 3 years ago
- ☆14Jun 27, 2024Updated last year
- Various automated MATLAB pipelines for preprocessing EEG☆12Feb 25, 2020Updated 6 years ago
- Functional Connectivity Lab☆17Apr 8, 2022Updated 3 years ago
- python port: An Introduction to Bayesian Data Analysis for Cognitive Science☆15Aug 31, 2023Updated 2 years ago
- Brain Electrophysiological recording and STimulation (BEST) Toolbox, is a MATLAB based open source software that interfaces with a wide v…☆38Oct 21, 2025Updated 4 months ago
- MNE-HCP for processing the Human Connectome Project MEG data using MNE-Python☆27Jul 24, 2024Updated last year
- A MATLAB package for modelling multivariate stimulus-response data☆100Sep 12, 2025Updated 5 months ago
- Matlab interface for calling Julia☆31May 5, 2015Updated 10 years ago
- Complete EEG analysis framework written in matlab, using EEGLAB and BRAINSTORM☆20Jun 14, 2024Updated last year
- MATLAB code for identifying frequency boundaries in multichannel data.☆17Sep 30, 2021Updated 4 years ago
- Neurodynamic Utility Toolbox for MEG☆16Jul 4, 2023Updated 2 years ago
- A presentation on best coding/data management practices based on my own experiences of scientific computing and data analysis and heavily…☆36Jun 2, 2017Updated 8 years ago
- Simulation and optimization of neural circuits for MEG/EEG source estimates☆75Feb 26, 2026Updated last week
- An R package for easy and flexible Bayesian Measurement Modeling☆17Updated this week
- Exercises and examples for the latent dynamics workshop☆19Jul 18, 2025Updated 7 months ago
- Neuro-VR Experiment☆14Jul 6, 2022Updated 3 years ago
- Neural drift-diffusion model (NDDM) is a repository to integrate simultaneously both single-trial EEG measures and behavioral performance…☆18Jul 4, 2024Updated last year
- Matlab package implementing blind deconvolution method for neural spike recovery☆14Sep 20, 2016Updated 9 years ago
- Repository for the hmp python package☆51Feb 18, 2026Updated 2 weeks ago
- ARTime detector for the Numenta Anomaly Benchmark☆20May 24, 2023Updated 2 years ago
- The SIM-ONE Framework: World's first architecture for governed cognition. Achieves AGI-level capabilities through 9-protocol cognitive go…☆16Oct 12, 2025Updated 4 months ago
- (Stereotatic ElectroEncephalography Kit) Run reconstruction, co-registration, electrode localization and surface/atlas rendering for iEEG…☆19Sep 8, 2021Updated 4 years ago
- Code & short tutorial for modified multi-scale entropy analysis☆21Apr 22, 2024Updated last year
- A repository of freely available SVG drawings for your publications, presentations etc.☆17Nov 29, 2015Updated 10 years ago
- This repo allows for the complete reproduction, from processed data, of all the main and supplemental figures in the manuscript Non-linea…☆24Dec 5, 2025Updated 3 months ago
- Neural networks for EEG-MEG decoding with MNE-python and Tensorflow.☆46Sep 19, 2025Updated 5 months ago
- Complex-valued Morlet wavelets for EEG signal analysis and feature engineering.☆22Aug 7, 2024Updated last year