This repository contains research code for the paper "Generating realistic neurophysiological time series with denoising diffusion probabilistic models". @jsvetter
☆88May 2, 2025Updated 10 months ago
Alternatives and similar repositories for neural_timeseries_diffusion
Users that are interested in neural_timeseries_diffusion are comparing it to the libraries listed below
Sorting:
- Code for spectral analysis of EEG using Morlet wavelets based on the frequency-based parametrization presented in [Bomatter et al 2024, e…☆17Aug 6, 2024Updated last year
- Richard @rdgao & Michael @michaeldeistler: using neural network-based regression and density estimation for Generalized Bayesian Inferenc…☆11Dec 19, 2025Updated 2 months ago
- ☆13Sep 5, 2023Updated 2 years ago
- Methodological considerations for analyzing and interpreting neural oscillations.☆32Oct 29, 2023Updated 2 years ago
- Demo on chaining together LFP simulation (neurodsp), spectral parameterization (fooof), and simulation-based inference (sbi).☆13Jul 8, 2025Updated 7 months ago
- A framework for simplying BCI workflow in clinical applications☆22Updated this week
- Covariance Data Frames for Predictive M/EEG Pipelines☆33Mar 5, 2024Updated last year
- Improvements of the ZapLine function to remove line noise from EEG/MEG data. Adds automatic detection of the number of components to remo…☆33Apr 14, 2023Updated 2 years ago
- Connectivity algorithms that leverage the MNE-Python API.☆86Feb 23, 2026Updated last week
- This project contains the code for a deep learning architecture to analyze EEG data.☆58Feb 17, 2025Updated last year
- Explore the differences between sliding window and full-epoch models on MEG data and use PFI to uncover neuroscientific insights.☆18May 21, 2024Updated last year
- Code for the paper published in Deep Generative Models for Health Workshop at the Neurips 2023.☆62Feb 9, 2024Updated 2 years ago
- Evaluating methods for estimating aperiodic activity in electrophysiological data.☆16Sep 24, 2024Updated last year
- 🧠 EEG Processing pipeline that annotates continuous data☆41Feb 3, 2026Updated last month
- Brain EEG signal data augmentation using synthetic signals generated by a single step diffusion probabilistic model.☆21Feb 21, 2023Updated 3 years ago
- NEAR - Neonatal EEG Artifact Removal, an automated pipeline for pre-processing.☆12Feb 4, 2026Updated last month
- ☆11Oct 8, 2025Updated 4 months ago
- CAUEEG: Chung-Ang University Hospital EEG dataset for automatic EEG diagnosis research☆25Apr 3, 2023Updated 2 years ago
- The fusion of MNE and PyTorch for accelerated deep-neural-network based BCI-systems and Neurophysiology signal analysis.☆75May 29, 2022Updated 3 years ago
- Soft Actor Critic for training musculoskeletal models☆19Nov 11, 2025Updated 3 months ago
- Analysis code used to create figures in Gao et al., 2017☆15Jul 5, 2017Updated 8 years ago
- Demixed Shared Component Analysis☆13Oct 22, 2020Updated 5 years ago
- Timeflux demos☆17Jun 8, 2023Updated 2 years ago
- ☆45Feb 27, 2025Updated last year
- Self-supervised learning for EEG☆28Sep 2, 2020Updated 5 years ago
- PyTorch-based library for various kinds of representational-similarity analysis☆24Jun 7, 2024Updated last year
- Implementation of Domain Specific Denoising Diffusion Probabilistic Models for Brain Dynamics/EEG Signals☆64Nov 13, 2023Updated 2 years ago
- Julia interface to MNE-Python via PythonCall☆30Dec 15, 2025Updated 2 months ago
- Main model and preprocessing code☆118Feb 23, 2026Updated last week
- Parameterizing neural power spectra into periodic & aperiodic components.☆424Feb 14, 2026Updated 2 weeks ago
- EEGEyeNet is benchmark to evaluate ET prediction based on EEG measurements with an increasing level of difficulty☆45Nov 2, 2021Updated 4 years ago
- python scripts for analyzing eeg data and behavior☆17Updated this week
- Preprocessing tools for MEG/EEG☆14Nov 14, 2018Updated 7 years ago
- ☆39Jul 14, 2025Updated 7 months ago
- Whole-Brain Modelling in PyTorch☆34Sep 17, 2025Updated 5 months ago
- Code accompanying publication on GED tutorial☆33Jan 28, 2022Updated 4 years ago
- An ongoing journal club for the study of big ideas in neuro☆34Dec 22, 2022Updated 3 years ago
- HoloViz+Bokeh for Neuroscience☆24Apr 17, 2025Updated 10 months ago
- [CogSci 23'] Generate your neural signals from mine: individual-to-individual EEG converters☆31Apr 24, 2023Updated 2 years ago