irhum / superlets
Superlets algorithm for time-frequency analysis implemented in JAX/Python
☆29Updated 11 months ago
Alternatives and similar repositories for superlets:
Users that are interested in superlets are comparing it to the libraries listed below
- MultiViewICA: Modeling shared sources☆29Updated 3 years ago
- Fractional ridge regression☆48Updated 2 years ago
- Machine Learning with Echo State Networks, a scikit-learn compatible package.☆37Updated 3 weeks ago
- ☆26Updated 2 years ago
- Code for "Robust EEG processing with dynamic spatial filtering", Banville et al. 2021☆29Updated 2 years ago
- Preconditioned ICA for Real Data☆108Updated 2 months ago
- Dynamic Causal Modelling for MNE and the nipy ecosystem☆19Updated 7 years ago
- ☆22Updated 5 months ago
- PyTorch Lightning utilities that make it easier to train and evaluate deep models for the Neural Latents Benchmark.☆8Updated 2 years ago
- Benchmark for Brain Computer Interface methods☆14Updated 2 weeks ago
- A TensorFlow 2.0 implementation of Latent Factor Analysis via Dynamical Systems (LFADS) and AutoLFADS.☆19Updated last year
- Evaluating methods for estimating aperiodic activity in electrophysiological data.☆13Updated 3 months ago
- ☆12Updated last year
- Methodological considerations for analyzing and interpreting neural oscillations.☆29Updated last year
- Feature extraction, dimensionality reduction, model benchmarking.☆29Updated 4 months ago
- Toolbox for detecting and analyzing rhythms as transient spectral events☆18Updated 5 months ago
- This repository contains research code for the paper "Generating realistic neurophysiological time series with denoising diffusion probab…☆68Updated last week
- Wavelet based multifractal analysis of 1D signals☆31Updated 7 months ago
- Implementation of rASR filtering.☆26Updated 3 years ago
- ☆20Updated 2 weeks ago
- deepmeg recurrent encoder☆24Updated 2 years ago
- Estimation, analysis and decomposition of brainwave spatiotemporal dynamics☆28Updated 3 years ago
- Network plotting python package☆12Updated 3 years ago
- Image processing pipeline for ECoG data☆59Updated 6 months ago
- ☆24Updated last year
- Hidden Markov Modelling of M/EEG data.☆16Updated 3 years ago
- Infer activity throughout the brain from a small(ish) number of electrodes using Gaussian process regression☆34Updated 3 years ago
- Preferential Subspace Identification Algorithm☆50Updated 2 months ago
- Covariance Data Frames for Predictive M/EEG Pipelines☆33Updated 10 months ago
- A drift-diffusion modeling (DDM) framework for Python3☆15Updated last year