This repository contains research code for the paper "Generating realistic neurophysiological time series with denoising diffusion probabilistic models". @jsvetter
☆93May 2, 2025Updated last year
Alternatives and similar repositories for neural_timeseries_diffusion
Users that are interested in neural_timeseries_diffusion are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆14Sep 5, 2023Updated 2 years ago
- Richard @rdgao & Michael @michaeldeistler: using neural network-based regression and density estimation for Generalized Bayesian Inferenc…☆11Dec 19, 2025Updated 5 months ago
- Demo on chaining together LFP simulation (neurodsp), spectral parameterization (fooof), and simulation-based inference (sbi).☆13Jul 8, 2025Updated 11 months ago
- Code for spectral analysis of EEG using Morlet wavelets based on the frequency-based parametrization presented in [Bomatter et al 2024, e…☆18Aug 6, 2024Updated last year
- Methodological considerations for analyzing and interpreting neural oscillations.☆32Oct 29, 2023Updated 2 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- This project contains the code for a deep learning architecture to analyze EEG data.☆59Feb 17, 2025Updated last year
- Code for the paper published in Deep Generative Models for Health Workshop at the Neurips 2023.☆65Feb 9, 2024Updated 2 years ago
- Explore the differences between sliding window and full-epoch models on MEG data and use PFI to uncover neuroscientific insights.☆18May 21, 2024Updated 2 years ago
- Holo-Hilbert spectral analysis in python☆10Jun 26, 2024Updated last year
- Covariance Data Frames for Predictive M/EEG Pipelines☆35Mar 30, 2026Updated 2 months ago
- Brain EEG signal data augmentation using synthetic signals generated by a single step diffusion probabilistic model.☆21Feb 21, 2023Updated 3 years ago
- Connectivity algorithms that leverage the MNE-Python API.☆88Updated this week
- Evaluating methods for estimating aperiodic activity in electrophysiological data.☆17Sep 24, 2024Updated last year
- Masked variational autoencoders for modeling conditional distributions of neural and behavioral data☆11Feb 24, 2025Updated last year
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- CAUEEG: Chung-Ang University Hospital EEG dataset for automatic EEG diagnosis research☆27Apr 3, 2023Updated 3 years ago
- Implementation of Domain Specific Denoising Diffusion Probabilistic Models for Brain Dynamics/EEG Signals☆64Nov 13, 2023Updated 2 years ago
- Soft Actor Critic for training musculoskeletal models☆20Nov 11, 2025Updated 7 months ago
- Self-supervised learning for EEG☆28Sep 2, 2020Updated 5 years ago
- ☆47Feb 27, 2025Updated 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…☆37Apr 14, 2023Updated 3 years ago
- The fusion of MNE and PyTorch for accelerated deep-neural-network based BCI-systems and Neurophysiology signal analysis.☆75May 29, 2022Updated 4 years ago
- ☆22Dec 8, 2022Updated 3 years ago
- 🧠 EEG Processing pipeline that annotates continuous data☆43Feb 3, 2026Updated 4 months ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- An implementation of Denoising Diffusion Probabilistic Models (DDPM) in PyTorch for EEG-based image reconstruction.☆46Apr 20, 2023Updated 3 years ago
- NEAR - Neonatal EEG Artifact Removal, an automated pipeline for pre-processing.☆12Feb 4, 2026Updated 4 months ago
- A framework for simplying BCI workflow in clinical applications☆24Updated this week
- Analysis code used to create figures in Gao et al., 2017☆15Jul 5, 2017Updated 8 years ago
- ☆11Oct 8, 2025Updated 8 months ago
- Code for the paper "An instantaneous voice synthesis neuroprosthesis" Wairagkar et al. Nature 2025☆44Jun 11, 2025Updated last year
- HoloViz+Bokeh for Neuroscience☆24Apr 17, 2025Updated last year
- Implementation of Weakly Orthogonal Conjugate Contrast Analysis, with code for related EEG data analysis☆15Dec 13, 2024Updated last year
- Code for simulating neural time series, spectrogram parameterization (using SPRiNT), and generating figures from the SPRiNT preprint☆45Sep 5, 2023Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Timeflux demos☆18Jun 8, 2023Updated 3 years ago
- PyTorch-based library for various kinds of representational-similarity analysis☆25Jun 7, 2024Updated 2 years ago
- Introduction to Social Data Science 2024 - a summer school course https://isdsucph.github.io/isds2024/☆12Aug 16, 2024Updated last year
- [CogSci 23'] Generate your neural signals from mine: individual-to-individual EEG converters☆31Apr 24, 2023Updated 3 years ago
- Parameterizing neural power spectra into periodic & aperiodic components.☆438Jun 2, 2026Updated last week
- ☆36Apr 11, 2024Updated 2 years ago
- Toward Fully-End-to-End Listened Speech Decoding from EEG Signals (Interspeech 2024)☆29Jan 3, 2025Updated last year